Publications

Papers in international journals

  1. T. Boers, Y. Hu, E. Gibson, D. Barratt, E. Bonmati, J. Krdzalic, F. van der Heijden, J. Hermans and H. Huisman, "Interactive 3D U-net for the Segmentation of the Pancreas in Computed Tomography Scans", Physics in Medicine and Biology, 2020;65:065002. Abstract/PDF DOI PMID
  2. H. Kauczor, A. Baird, T. Blum, L. Bonomo, C. Bostantzoglou, O. Burghuber, B. Čepicka, A. Comanescu, S. Courad, A. Devaraj, V. Jespersen, S. Morozov, I. Agmon, N. Peled, P. Powell, H. Prosch, S. Ravara, J. Rawlinson, M. Revel, M. Silca, A. Snoeckx, B. van Ginneken, J. van Meerbeeck, C. Vardavas, O. von Stackelberg, M. Gaga, O. behalf of the of (ESR) and T. (ERS), "ESR/ERS statement paper on lung cancer screening", European Radiology, 2020. Abstract/PDF DOI PMID
  3. F. Ayatollahi, S. Shokouhi and J. Teuwen, "Differentiating Benign and Malignant Mass and non-Mass Lesions in Breast DCE-MRI using Normalized Frequency-based Features", International Journal of Computer Assisted Radiology and Surgery, 2020;15(2):297-307. Abstract/PDF DOI PMID
  4. N. Mahomed, B. van Ginneken, R. Philipsen, J. Melendez, D. Moore, H. Moodley, T. Sewchuran, D. Mathew and S. Madhi, "Computer-aided diagnosis for World Health Organization-defined chest radiograph primary-endpoint pneumonia in children", Pediatric Radiology, 2020;50(4):482-491. Abstract/PDF DOI PMID Cited by ~3
  5. M. Amgad, A. Stovgaard, E. Balslev, J. Thagaard, W. Chen, S. Dudgeon, A. Sharma, J. Kerner, C. Denkert, Y. Yuan, K. AbdulJabbar, S. Wienert, P. Savas, L. Voorwerk, A. Beck, A. Madabhushi, J. Hartman, M. Sebastian, H. Horlings, J. Hudeček, F. Ciompi, D. Moore, R. Singh, E. Roblin, M. Balancin, M. Mathieu, J. Lennerz, P. Kirtani, I. Chen, J. Braybrooke, G. Pruneri, S. Demaria, S. Adams, S. Schnitt, S. Lakhani, F. Rojo, L. Comerma, S. Badve, M. Khojasteh, W. Symmans, C. Sotiriou, P. Gonzalez-Ericsson, K. Pogue-Geile, R. Kim, D. Rimm, G. Viale, S. Hewitt, J. Bartlett, F. Penault-Llorca, S. Goel, H. Lien, S. Loibl, Z. Kos, S. Loi, M. Hanna, S. Michiels, M. Kok, T. Nielsen, A. Lazar, Z. Bago-Horvath, L. Kooreman, J. van der Laak, J. Saltz, B. Gallas, U. Kurkure, M. Barnes, R. Salgado and L. Cooper, "Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group", npj Breast Cancer, 2020;6. Abstract/PDF DOI Cited by ~2
  6. S. van de Leemput, M. Prokop, B. van Ginneken and R. Manniesing, "Stacked Bidirectional Convolutional LSTMs for Deriving 3D Non-contrast CT from Spatiotemporal 4D CT", IEEE Transactions on Medical Imaging, 2020;39(4):985-996. Abstract/PDF DOI PMID Cited by ~4
  7. B. Liefers, J. Colijn, C. González-Gonzalo, T. Verzijden, J. Wang, N. Joachim, P. Mitchell, C. Hoyng, B. van Ginneken, C. Klaver and C. Sánchez, "A deep learning model for segmentation of geographic atrophy to study its long-term natural history", Ophthalmology, 2020. Abstract/PDF DOI PMID arXiv Cited by ~2
  8. A. Schreuder, C. Jacobs, E. Scholten, B. van Ginneken, C. Schaefer-Prokop and M. Prokop, "Typical CT Features of Intrapulmonary Lymph Nodes: A Review", Radiology: Cardiothoracic Imaging, 2020;2:e190159. Abstract/PDF DOI
  9. I. Olaciregui-Ruiz, I. Torres-Xirau, J. Teuwen, U. van der Heide and A. Mans, "A Deep Learning-based correction to EPID dosimetry for attenuation and scatter in the Unity MR-Linac system", Physica Medica, 2020;71:124-131. Abstract/PDF DOI PMID
  10. G. Humpire Mamani, J. Bukala, E. Scholten, M. Prokop, B. van Ginneken and C. Jacobs, "Fully Automatic Volume Measurement of the Spleen at CT Using Deep Learning", Radiology: Artificial Intelligence, 2020;2:e190102. Abstract/PDF DOI Cited by ~1
  11. H. Kauczor, A. Baird, T. Blum, L. Bonomo, C. Bostantzoglou, O. Burghuber, B. Čepicka, A. Comanescu, S. Couraud, A. Devaraj, V. Jespersen, S. Morozov, I. Nardi Agmon, N. Peled, P. Powell, H. Prosch, S. Ravara, J. Rawlinson, M. Revel, M. Silva, A. Snoeckx, B. van Ginneken, J. van Meerbeeck, C. Vardavas, O. von Stackelberg, M. Gaga, E. of (ESR) and T. (ERS), "ESR/ERS statement paper on lung cancer screening", European Respiratory Journal, 2020;55(2):1900506. Abstract/PDF DOI PMID Cited by ~5
  12. S. Schalekamp, M. Huisman, R. van Dijk, M. Boomsma, P. Freire Jorge, W. de Boer, G. Herder, M. Bonarius, O. Groot, E. Jong, A. Schreuder and C. Schaefer-Prokop, "Model-based Prediction of Critical Illness in Hospitalized Patients with COVID-19", Radiology, 2020:202723. Abstract/PDF DOI PMID
  13. M. Prokop, W. van Everdingen, T. van Rees Vellinga, J. van Quarles Ufford, L. Stoger, L. Beenen, B. Geurts, H. Gietema, J. Krdzalic, C. Schaefer-Prokop, B. van Ginneken, M. Brink and t. of the Society, "CO-RADS - A categorical CT assessment scheme for patients with suspected COVID-19: definition and evaluation", Radiology, 2020:201473. Abstract/PDF DOI PMID Cited by ~47
  14. N. Lessmann, C. Sanchez, L. Beenen, L. Boulogne, M. Brink, E. Calli, J. Charbonnier, T. Dofferhoff, W. van Everdingen, P. Gerke, B. Geurts, H. Gietema, M. Groeneveld, L. van Harten, N. Hendrix, W. Hendrix, H. Huisman, I. Isgum, C. Jacobs, R. Kluge, M. Kok, J. Krdzalic, B. Lassen-Schmidt, K. van Leeuwen, J. Meakin, M. Overkamp, T. van Rees Vellinga, E. van Rikxoort, R. Samperna, C. Schaefer-Prokop, S. Schalekamp, E. Scholten, C. Sital, L. Stöger, J. Teuwen, K. Vaidhya Venkadesh, C. de Vente, M. Vermaat, W. Xie, B. de Wilde, M. Prokop and B. van Ginneken, "Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence", Radiology, 2020. Abstract/PDF DOI PMID Algorithm
  15. Z. Kos, A. Roblin, R. Kim, S. Michiels, B. Gallas, W. Chen, K. van de Vijver, S. Goel, S. Adams, S. Demaria, G. Viale, T. Nielsen, S. Badve, W. Symmans, C. Sotiriou, D. Rimm, S. Hewitt, C. Denkert, S. Loibl, S. Luen, J. Bartlett, P. Savas, G. Pruneri, D. Dillon, M. Cheang, A. Tutt, J. Hall, M. Kok, H. Horlings, A. Madabhushi, J. van der Laak, F. Ciompi, A. Laenkholm, E. Bellolio, T. Gruosso, S. Fox, J. Araya, G. Floris, J. Hudeček, L. Voorwerk, A. Beck, J. Kerner, D. Larsimont, S. Declercq, G. den Eynden, L. Pusztai, A. Ehinger, W. Yang, K. AbdulJabbar, Y. Yuan, R. Singh, C. Hiley, M. al Bakir, A. Lazar, S. Naber, S. Wienert, M. Castillo, G. Curigliano, M. Dieci, F. André, C. Swanton, J. Reis-Filho, J. Sparano, E. Balslev, I. Chen, E. Stovgaard, K. Pogue-Geile, K. Blenman, F. Penault-Llorca, S. Schnitt, S. Lakhani, A. Vincent-Salomon, F. Rojo, J. Braybrooke, M. Hanna, M. Soler-Monsó, D. Bethmann, C. Castaneda, K. Willard-Gallo, A. Sharma, H. Lien, S. Fineberg, J. Thagaard, L. Comerma, P. Gonzalez-Ericsson, E. Brogi, S. Loi, J. Saltz, F. Klaushen, L. Cooper, M. Amgad, D. Moore and R. Salgado, "Pitfalls in assessing stromal tumor infiltrating lymphocytes (sTILs) in breast cancer", npj Breast Cancer, 2020;6. Abstract/PDF DOI Cited by ~1
  16. A. Schreuder, E. Scholten, B. van Ginneken and C. Jacobs, "Artificial intelligence for detection and characterization of pulmonary nodules in lung cancer CT screening: ready for practice?", Translational Lung Cancer Research, 2020. Abstract/PDF DOI
  17. A. Schreuder and C. Schaefer-Prokop, "Perifissural nodules: ready for application into lung cancer CT screening?", Annals of Translational Medicine, 2020. Abstract/PDF DOI
  18. W. Bulten, M. Balkenhol, J. Belinga, A. Brilhante, A. Çakır, L. Egevad, M. Eklund, X. Farré, K. Geronatsiou, V. Molinié, G. Pereira, P. Roy, G. Saile, P. Salles, E. Schaafsma, J. Tschui, A. Vos, B. Delahunt, H. Samaratunga, D. Grignon, A. Evans, D. Berney, C. Pan, G. Kristiansen, J. Kench, J. Oxley, K. Leite, J. McKenney, P. Humphrey, S. Fine, T. Tsuzuki, M. Varma, M. Zhou, E. Comperat, D. Bostwick, K. Iczkowski, C. Magi-Galluzzi, J. Srigley, H. Takahashi, T. van der Kwast, H. van Boven, R. Vink, J. van der Laak, C. der Hulsbergen-van Kaa and G. Litjens, "Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists", Modern Pathology, 2020. Abstract/PDF DOI PMID
  19. M. Meijs, F. Meijer, M. Prokop, B. van Ginneken and R. Manniesing, "Image-level detection of arterial occlusions in 4D-CTA of acute stroke patients using deep learning", Medical Image Analysis, 2020. Abstract/PDF DOI
  20. C. González-Gonzalo, B. Liefers, B. van Ginneken and C. Sánchez, "Iterative augmentation of visual evidence for weakly-supervised lesion localization in deep interpretability frameworks: application to color fundus images", IEEE Transactions on Medical Imaging, 2020. Abstract/PDF DOI
  21. L. Maier-Hein, A. Reinke, M. Kozubek, A. L. Martel, T. Arbel, M. Eisenmann, A. Hanbuary, P. Jannin, H. Muller, S. Onogur, J. Saez-Rodriguez, B. van Ginneken, A. Kopp-Schneider and B. Landman, "BIAS: Transparent reporting of biomedical image analysis challenges", Medical Image Analysis, 2020. Abstract/PDF DOI arXiv Cited by ~5
  22. S. van Velzen, N. Lessmann, B. Velthuis, I. Bank, D. van den Bongard, T. Leiner, P. de Jong, W. Veldhuis, A. Correa, J. Terry, J. Carr, M. Viergever, H. Verkooijen and I. Išgum, "Deep learning for automatic calcium scoring in CT: Validation using multiple cardiac CT and chest CT protocols", Radiology, 2020;295:66-79. Abstract/PDF DOI PMID Cited by ~10
  23. A. Schreuder, C. Jacobs, E. Scholten, M. Prokop, B. van Ginneken, D. Lynch and C. Schaefer-Prokop, "Association between the number and size of intrapulmonary lymph nodes and chronic obstructive pulmonary disease severity", PeerJ, 2020;8:e9166. Abstract/PDF DOI PMID
  24. E. Sogancioglu, K. Murphy, E. Calli, E. Scholten, S. Schalekamp and B. Van Ginneken, "Cardiomegaly Detection on Chest Radiographs: Segmentation Versus Classification", IEEE Access, 2020;8:94631-94642. Abstract/PDF DOI
  25. M. Sieren, F. Brenne, A. Hering, H. Kienapfel, N. Gebauer, T. Oechtering, A. Fürschke, F. Wegner, E. Stahlberg, S. Heldmann, J. Barkhausen and A. Frydrychowicz, "Rapid study assessment in follow-up whole-body computed tomography in patients with multiple myeloma using a dedicated bone subtraction software", European Radiology, 2020. Abstract/PDF DOI PMID
  26. C. González-Gonzalo, V. Sánchez-Gutiérrez, P. Hernández-Martínez, I. Contreras, Y. Lechanteur, A. Domanian, B. van Ginneken and C. Sánchez, "Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age-related macular degeneration", Acta Ophthalmologica, 2020;98:368-377. Abstract/PDF DOI PMID Cited by ~9
  27. M. Balkenhol, W. Vreuls, C. Wauters, S. Mol, J. van der Laak and P. Bult, "Histological subtypes in triple negative breast cancer are associated with specific information on survival", Annals of Diagnostic Pathology, 2020;46:151490. Abstract/PDF DOI PMID
  28. W. Xie, C. Jacobs, J. Charbonnier and B. van Ginneken, "Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans", IEEE Transactions on Medical Imaging, 2020;39(8):2664-2675. Abstract/PDF DOI PMID arXiv Cited by ~5
  29. T. Kootstra, J. Teuwen, J. Goudsmit, T. Nijboer, M. Dodd and S. Van der Stigchel, "Machine learning-based classification of viewing behavior using a wide range of statistical oculomotor features", Journal of Vision, 2020;20:1. Abstract/PDF DOI PMID
  30. K. Murphy, H. Smits, A. Knoops, M. Korst, T. Samson, E. Scholten, S. Schalekamp, C. Schaefer-Prokop, R. Philipsen, A. Meijers, J. Melendez, B. van Ginneken and M. Rutten, "COVID-19 on the Chest Radiograph: A Multi-Reader Evaluation of an AI System", Radiology, 2020:201874. Abstract/PDF DOI PMID Cited by ~12
  31. H. Pinckaers, B. van Ginneken and G. Litjens, "Streaming convolutional neural networks for end-to-end learning with multi-megapixel images", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020. Abstract/PDF DOI PMID
  32. J. van Zelst, T. Tan, R. Mann and N. Karssemeijer, "Validation of radiologists' findings by computer-aided detection (CAD) software in breast cancer detection with automated 3D breast ultrasound: a concept study in implementation of artificial intelligence software", Acta Radiologica, 2020;61(3):312-320. Abstract/PDF DOI PMID
  33. W. Bulten, H. Pinckaers, H. van Boven, R. Vink, T. de Bel, B. van Ginneken, J. van der Laak, C. de Hulsbergen-van Kaa and G. Litjens, "Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study", Lancet Oncology, 2020;21(2):233-241. Abstract/PDF DOI PMID arXiv Cited by ~29
  34. M. Hermsen, B. Smeets, L. Hilbrands and J. van der Laak, "Artificial intelligence; is there a potential role in nephropathology?", Nephrology Dialysis Transplantation, 2020. Abstract
  35. S. Kazeminia, C. Baur, A. Kuijper, B. van Ginneken, N. Navab, S. Albarqouni and A. Mukhopadhyay, "GANs for Medical Image Analysis", Artificial Intelligence in Medicine, 2020. Abstract arXiv Cited by ~55
  36. S. Habib, S. Rafiq, S. Zaidi, R. Ferrand, J. Creswell, B. Van Ginneken, W. Jamal, K. Azeemi, S. Khowaja and A. Khan, "Evaluation of computer aided detection of tuberculosis on chest radiography among people with diabetes in Karachi Pakistan", Nature Scientific Reports, 2020;10(1):6276. Abstract DOI PMID
  37. I. Sechopoulos, J. Teuwen and R. Mann, "Artificial Intelligence for Breast Cancer Detection in Mammography: state of the art", Seminars in Cancer Biology, 2020. Abstract/PDF DOI PMID
  38. H. de Koning, C. van der Aalst, P. de Jong, E. Scholten, K. Nackaerts, M. Heuvelmans, J. Lammers, C. Weenink, U. Yousaf-Khan, N. Horeweg, S. van 't Westeinde, M. Prokop, W. Mali, F. Mohamed Hoesein, P. van Ooijen, J. Aerts, M. den Bakker, E. Thunnissen, J. Verschakelen, R. Vliegenthart, J. Walter, K. Ten Haaf, H. Groen and M. Oudkerk, "Reduced Lung-Cancer Mortality with Volume CT Screening in a Randomized Trial", New England Journal of Medicine, 2020;382(6):503-513. Abstract/PDF DOI PMID Cited by ~105
  39. J. Goudsmit and J. Teuwen, "Tussen data en theorie", Tijdschrift voor Toezicht, 2020;11:48-53. Abstract/PDF DOI
  40. K. Murphy, S. Habib, S. Zaidi, S. Khowaja, A. Khan, J. Melendez, E. Scholten, F. Amad, S. Schalekamp, M. Verhagen, R. Philipsen, A. Meijers and B. van Ginneken, "Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system", Nature Scientific Reports, 2020;10:5492. Abstract/PDF DOI PMID arXiv Cited by ~8
  41. M. Maas, G. Litjens, A. Wright, U. Attenberger, M. Haider, T. Helbich, B. Kiefer, K. Macura, D. Margolis, A. Padhani, K. Selnaes, G. Villeirs, J. Futterer and T. Scheenen, "A Single-Arm, Multicenter Validation Study of Prostate Cancer Localization and Aggressiveness With a Quantitative Multiparametric Magnetic Resonance Imaging Approach", Investigative Radiology, 2019. Abstract/PDF DOI PMID Cited by ~2
  42. D. Valkenburg, E. Runhart, N. Bax, B. Liefers, S. Lambertus, C. Sánchez, F. Cremers and C. Hoyng, "Highly variable disease courses in siblings with Stargardt disease", Ophthalmology, 2019;126(12):1712-1721. Abstract/PDF DOI PMID
  43. R. Becks, R. Manniesing, J. Vister, S. Pegge, S. Steens, E. van Dijk, M. Prokop and F. Meijer, "Brain CT Perfusion Improves Intracranial Vessel Occlusion Detection on CT Angiography", Journal of Neuroradiology, 2019;46:124-129. Abstract/PDF DOI PMID Cited by ~15
  44. M. Bakker, S. de Lange, R. Pijnappel, R. Mann, P. Peeters, E. Monninkhof, M. Emaus, C. Loo, R. Bisschops, M. Lobbes, M. de Jong, K. Duvivier, J. Veltman, N. Karssemeijer, H. de Koning, P. van Diest, W. Mali, M. van den Bosch, W. Veldhuis, C. van Gils and D. Group, "Supplemental MRI Screening for Women with Extremely Dense Breast Tissue", New England Journal of Medicine, 2019;381(22):2091-2102. Abstract/PDF DOI PMID Cited by ~43
  45. M. Meijs, S. Pegge, K. Murayama, H. Boogaarts, M. Prokop, P. Willems, R. Manniesing and F. Meijer, "Color mapping of 4D-CTA for the detection of cranial arteriovenous shunts", American Journal of Neuroradiology, 2019;40:1498-1504. Abstract/PDF DOI PMID
  46. G. Litjens, F. Ciompi, J. Wolterink, B. de Vos, T. Leiner, J. Teuwen and I. Isgum, "State-of-the-Art Deep Learning in Cardiovascular Image Analysis", JACC Cardiovascular Imaging, 2019;12(8 Pt 1):1549-1565. Abstract/PDF DOI PMID Cited by ~34
  47. A. Hering, S. Kuckertz, S. Heldmann and M. Heinrich, "Memory-efficient 2.5D convolutional transformer networks for multi-modal deformable registration with weak label supervision applied to whole-heart CT and MRI scans", Computer Assisted Radiology and Surgery, 2019. Abstract/PDF DOI PMID
  48. A. Rodriguez-Ruiz, K. Lang, A. Gubern-Merida, J. Teuwen, M. Broeders, G. Gennaro, P. Clauser, T. Helbich, M. Chevalier, T. Mertelmeier, M. Wallis, I. Andersson, S. Zackrisson, I. Sechopoulos and R. Mann, "Can we reduce the workload of mammographic screening by automatic identification of normal exams with artificial intelligence? A feasibility study", European Radiology, 2019;29(9):4825-4832. Abstract/PDF DOI PMID
  49. C. Balta, R. Bouwman, M. Broeders, N. Karssemeijer, W. Veldkamp, I. Sechopoulos and R. van Engen, "Optimization of the difference-of-Gaussian channel sets for the channelized Hotelling observer", Journal of Medical Imaging, 2019;6:035501. Abstract/PDF DOI PMID Cited by ~1
  50. J. Gómez-Valverde, A. Antón, G. Fatti, B. Liefers, A. Herranz, A. Santos, C. Sánchez and M. Ledesma-Carbayo, "Automatic glaucoma classification using color fundus images based on convolutional neural networks and transfer learning", Biomedical Optics Express, 2019;10:892-913. Abstract/PDF DOI PMID Cited by ~29
  51. R. Philipsen, C. Sanchez, J. Melendez, W. Lew and B. van Ginneken, "Automated chest X-ray reading for tuberculosis in the Philippines to improve case detection: a cohort study", International Journal of Tuberculosis and Lung Disease, 2019;23(7):805-810. Abstract/PDF DOI PMID
  52. S. van de Leemput, M. Meijs, A. Patel, F. Meijer, B. van Ginneken and R. Manniesing, "Multiclass Brain Tissue Segmentation in 4D CT using Convolutional Neural Networks", IEEE Access, 2019;7(1):51557-51569. Abstract/PDF DOI Cited by ~1
  53. S. van Riel, C. Jacobs, E. Scholten, R. Wittenberg, M. Winkler Wille, B. de Hoop, R. Sprengers, O. Mets, B. Geurts, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Observer variability for Lung-RADS categorisation of lung cancer screening CTs: impact on patient management", European Radiology, 2019;29:924-931. Abstract/PDF DOI PMID Cited by ~9
  54. J. Charbonnier, E. Pompe, C. Moore, S. Humphries, B. van Ginneken, B. Make, E. Regan, J. Crapo, E. van Rikxoort and D. Lynch, "Airway wall thickening on CT: Relation to smoking status and severity of COPD", Respiratory Medicine, 2019;146:36-41. Abstract/PDF DOI PMID Cited by ~10
  55. L. Aprupe, G. Litjens, T. Brinker, J. van der Laak and N. Grabe, "Robust and accurate quantification of biomarkers of immune cells in lung cancer micro-environment using deep convolutional neural networks", PeerJ, 2019;7:e6335. Abstract/PDF DOI PMID Cited by ~3
  56. Z. Swiderska-Chadaj, H. Pinckaers, M. van Rijthoven, M. Balkenhol, M. Melnikova, O. Geessink, Q. Manson, M. Sherman, A. Polonia, J. Parry, M. Abubakar, G. Litjens, J. van der Laak and F. Ciompi, "Learning to detect lymphocytes in immunohistochemistry with deep learning", Medical Image Analysis, 2019;58:101547. Abstract/PDF DOI PMID Cited by ~9
  57. D. Tellez, G. Litjens, P. Bandi, W. Bulten, J. Bokhorst, F. Ciompi and J. van der Laak, "Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology", Medical Image Analysis, 2019;58:101544. Abstract/PDF DOI PMID Cited by ~28
  58. B. van Ginneken, "Deep Learning for Triage of Chest Radiographs: Should Every Institution Train Its Own System?", Radiology, 2019;290:545-546. Abstract/PDF DOI PMID Cited by ~4
  59. G. Aresta, C. Jacobs, T. Araujo, A. Cunha, I. Ramos, B. van Ginneken and A. Campilho, "iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network", Nature Scientific Reports, 2019;9(1). Abstract/PDF DOI PMID Cited by ~8
  60. M. Balkenhol, D. Tellez, W. Vreuls, P. Clahsen, H. Pinckaers, F. Ciompi, P. Bult and J. van der Laak, "Deep learning assisted mitotic counting for breast cancer", Laboratory Investigation, 2019. Abstract/PDF DOI PMID Cited by ~7
  61. S. van de Leemput, J. Teuwen, B. van Ginneken and R. Manniesing, "MemCNN: A Python/PyTorch package for creating memory-efficient invertible neural networks", JOSS, 2019;4:1576. Abstract/PDF DOI Cited by ~2 Code
  62. M. Balkenhol, P. Bult, D. Tellez, W. Vreuls, P. Clahsen, F. Ciompi and J. van der Laak, "Deep learning and manual assessment show that the absolute mitotic count does not contain prognostic information in triple negative breast cancer", Cellular Oncology, 2019;42:4555-4569. Abstract/PDF DOI PMID Cited by ~8
  63. J. van der Laak, F. Ciompi and G. Litjens, "No pixel-level annotations needed", Nature Biomedical Engineering, 2019;3(11):855-856. Abstract/PDF DOI PMID Cited by ~2
  64. A. Schreuder, C. Jacobs, L. Gallardo-Estrella, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Predicting all-cause and lung cancer mortality using emphysema score progression rate between baseline and follow-up chest CT images: A comparison of risk model performances", PLoS One, 2019;14(2):e0212756. Abstract/PDF DOI PMID Cited by ~1
  65. N. Lessmann, P. de Jong, C. Celeng, R. Takx, M. Viergever, B. van Ginneken and I. Išgum, "Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers", JACC Cardiovascular Imaging, 2019;12:1808-1817. Abstract/PDF DOI PMID Cited by ~6
  66. A. Patel, S. van de Leemput, M. Prokop, B. van Ginneken and R. Manniesing, "Image Level Training and Prediction: Intracranial Hemorrhage Identification in 3D Non-Contrast CT", IEEE Access, 2019;7(1):92355-92364. Abstract/PDF DOI Cited by ~3
  67. O. Geessink, A. Baidoshvili, J. Klaase, B. Ehteshami Bejnordi, G. Litjens, G. van Pelt, W. Mesker, I. Nagtegaal, F. Ciompi and J. van der Laak, "Computer aided quantification of intratumoral stroma yields an independent prognosticator in rectal cancer", Cellular Oncology, 2019:1-11. Abstract/PDF DOI PMID Cited by ~8
  68. S. Saadatmand, H. Geuzinge, E. Rutgers, R. Mann, D. de van Roy Zuidewijn, H. Zonderland, R. Tollenaar, M. Lobbes, M. Ausems, M. van 't Riet, M. Hooning, I. Mares-Engelberts, E. Luiten, E. Heijnsdijk, C. Verhoef, N. Karssemeijer, J. Oosterwijk, I. Obdeijn, H. de Koning, M. Tilanus-Linthorst and F. study group, "MRI versus mammography for breast cancer screening in women with familial risk (FaMRIsc): a multicentre, randomised, controlled trial", Lancet Oncology, 2019;20(8):1136-1147. Abstract/PDF DOI PMID Cited by ~19
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  138. T. van den Heuvel, D. de Bruijn, D. de Moens-van Moesdijk, A. Beverdam, B. van Ginneken and C. de Korte, "Comparison Study of Low-Cost Ultrasound Devices for Estimation of Gestational Age in Resource-Limited Countries", Ultrasound in Medicine and Biology, 2018;44:2250-2260. Abstract/PDF DOI PMID Cited by ~2
  139. A. Baidoshvili, N. Stathonikos, G. Freling, J. Bart, N. 't Hart, J. van der Laak, J. Doff, B. van der Vegt, M. Kluin Philip and P. van Dies, "Validation of a whole-slide image-based teleconsultation network", Histopathology, 2018;73:777-783. Abstract/PDF DOI PMID Cited by ~6
  140. S. Zaidi, S. Habib, B. van Ginneken, R. Ferrand, J. Creswell, S. Khowaja and A. Khan, "Evaluation of the diagnostic accuracy of Computer-Aided Detection of tuberculosis on Chest radiography among private sector patients in Pakistan", Nature Scientific Reports, 2018;8(1):12339. Abstract/PDF DOI PMID Cited by ~15
  141. G. Litjens, P. Bandi, B. Ehteshami Bejnordi, O. Geessink, M. Balkenhol, P. Bult, A. Halilovic, M. Hermsen, R. van de Loo, R. Vogels, Q. Manson, N. Stathonikos, A. Baidoshvili, P. van Diest, C. Wauters, M. van Dijk and J. van der Laak, "1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset", GigaScience, 2018;7:1-8. Abstract/PDF DOI PMID Cited by ~48
  142. B. Ehteshami Bejnordi, M. Mullooly, R. Pfeiffer, S. Fan, P. Vacek, D. Weaver, S. Herschorn, L. Brinton, B. van Ginneken, N. Karssemeijer, A. Beck, G. Gierach, J. van der Laak and M. Sherman, "Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies", Modern Pathology, 2018;31:1502-1512. Abstract/PDF DOI PMID Cited by ~52
  143. J. van Zelst, R. Mus, G. Woldringh, M. Rutten, P. Bult, S. Vreemann, M. de Jong, N. Karssemeijer, N. Hoogerbrugge and R. Mann, "Surveillance of Women with the BRCA1 or BRCA2 Mutation by Using Biannual Automated Breast US, MR Imaging, and Mammography", Radiology, 2017;285(2):376-388. Abstract/PDF DOI PMID Cited by ~32
  144. K. Holland, C. van Gils, R. Mann and N. Karssemeijer, "Quantification of masking risk in screening mammography with volumetric breast density maps", Breast Cancer Research and Treatment, 2017;162:541-548. Abstract/PDF DOI PMID Cited by ~21
  145. J. Mordang, A. Gubern-Merida, A. Bria, F. Tortorella, G. den Heeten and N. Karssemeijer, "Improving computer-aided detection assistance in breast cancer screening by removal of obviously false-positive findings", Medical Physics, 2017;44:1390-1401. Abstract/PDF DOI PMID Cited by ~5
  146. T. van den Heuvel, D. Graham, K. Smith, C. de Korte and J. Neasham, "Development of a Low-Cost Medical Ultrasound Scanner Using a Monostatic Synthetic Aperture", IEEE Transactions on Biomedical Circuits and Systems, 2017;11:849-857. Abstract/PDF DOI PMID
  147. T. Kooi, B. van Ginneken, N. Karssemeijer and A. den Heeten, "Discriminating solitary cysts from soft tissue lesions in mammography using a pretrained deep convolutional neural network", Medical Physics, 2017;44(3):1017-1027. Abstract/PDF DOI PMID Cited by ~63
  148. K. Holland, I. Sechopoulos, R. Mann, G. den Heeten, C. van Gils and N. Karssemeijer, "Influence of breast compression pressure on the performance of population-based mammography screening", Breast Cancer Research, 2017;19:126. Abstract/PDF DOI PMID Cited by ~19
  149. A. Patel, B. van Ginneken, F. Meijer, E. van Dijk, M. Prokop and R. Manniesing, "Robust Cranial Cavity Segmentation in CT and CT Perfusion Images of Trauma and Suspected Stroke Patients", Medical Image Analysis, 2017;36:216-228. Abstract/PDF DOI PMID Cited by ~23
  150. K. Chung, C. Jacobs, E. Scholten, O. Mets, I. Dekker, M. Prokop, B. van Ginneken and C. Schaefer-Prokop, "Malignancy estimation of Lung-RADS criteria for subsolid nodules on CT: accuracy of low and high risk spectrum when using NLST nodules", European Radiology, 2017;27:4672-4679. Abstract/PDF DOI PMID Cited by ~8
  151. W. Venderink, M. van der Leest, A. van Luijtelaar, W. van de Ven, J. Futterer, J. Sedelaar and H. Huisman, "Retrospective comparison of direct in-bore magnetic resonance imaging (MRI) guided biopsy and fusion guided biopsy in patients with MRI lesions which are likely or highly likely to be clinically significant prostate cancer", World Journal of Urology, 2017;35:1849-1855. Abstract/PDF DOI PMID Cited by ~18
  152. L. Gallardo Estrella, E. Pompe, J. Kuhnigk, D. Lynch, S. Bhatt, B. van Ginneken and E. van Rikxoort, "Computed tomography quantification of tracheal abnormalities in COPD and their influence on airflow limitation", Medical Physics, 2017;44(7):3594-3603. Abstract/PDF DOI PMID Cited by ~2
  153. T. Kooi and N. Karssemeijer, "Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks", Journal of Medical Imaging, 2017;4:International Society for Optics and Photonics. Abstract/PDF DOI PMID Cited by ~6
  154. J. Wanders, K. Holland, N. Karssemeijer, P. Peeters, W. Veldhuis, R. Mann and C. van Gils, "The effect of volumetric breast density on the risk of screen-detected and interval breast cancers: a cohort study", Breast Cancer Research, 2017;19:67. Abstract/PDF DOI PMID Cited by ~28
  155. F. Venhuizen, B. van Ginneken, F. van Asten, M. van Grinsven, S. Fauser, C. Hoyng, T. Theelen and C. Sánchez, "Automated Staging of Age-Related Macular Degeneration Using Optical Coherence Tomography", Investigative Ophthalmology and Visual Science, 2017;58:2318-2328. Abstract/PDF DOI PMID Cited by ~37
  156. L. Gallardo-Estrella, E. Pompe, P. de Jong, C. Jacobs, E. van Rikxoort, M. Prokop, C. Sánchez and B. van Ginneken, "Normalized emphysema scores on low dose CT: Validation as an imaging biomarker for mortality", PLoS One, 2017;12(12):e0188902. Abstract/PDF DOI PMID Cited by ~7
  157. J. Charbonnier, E. van Rikxoort, A. Setio, C. Schaefer-Prokop, B. van Ginneken and F. Ciompi, "Improving Airway Segmentation in Computed Tomography using Leak Detection with Convolutional Networks", Medical Image Analysis, 2017;36:52-60. Abstract/PDF DOI PMID Cited by ~49
  158. F. Venhuizen, B. van Ginneken, B. Liefers, Schreur, M. van Grinsven, S. Fauser, C. Hoyng, T. Theelen and C. Sánchez, "Robust Total Retina Thickness Segmentation in Optical Coherence Tomography Images using Convolutional Neural Networks", Biomedical Optics Express, 2017;8:3292-3316. Abstract/PDF DOI PMID Cited by ~59
  159. R. Manniesing, M. Oei, L. Oostveen, J. Melendez, E. Smit, B. Platel, C. Sánchez, F. Meijer, M. Prokop and B. van Ginneken, "White Matter and Gray Matter Segmentation in 4D Computed Tomography", Nature Scientific Reports, 2017;7. Abstract/PDF DOI PMID Cited by ~17
  160. F. Ciompi, K. Chung, S. van Riel, A. Setio, P. Gerke, C. Jacobs, E. Scholten, C. Schaefer-Prokop, M. Wille, A. Marchiano, U. Pastorino, M. Prokop and B. van Ginneken, "Towards automatic pulmonary nodule management in lung cancer screening with deep learning", Nature Scientific Reports, 2017. Abstract DOI PMID arXiv Cited by ~171
  161. E. Pompe, P. de Jong, D. Lynch, N. Lessmann, I. Išgum, B. van Ginneken, J. Lammers and F. Mohamed Hoesein, "Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial", European Respiratory Journal, 2017;49(4):1601814. Abstract/PDF DOI PMID Cited by ~10
  162. S. Laban, G. Giebel, N. Klümper, A. Schröck, J. Doescher, G. Spagnoli, J. Thierauf, M. Theodoraki, R. Remark, S. Gnjatic, R. Krupar, A. Sikora, G. Litjens, N. Grabe, G. Kristiansen, F. Bootz, P. Schuler, C. Brunner, J. Brägelmann, T. Hoffmann and S. Perner, "MAGE expression in head and neck squamous cell carcinoma primary tumors, lymph node metastases and respective recurrences: implications for immunotherapy", Oncotarget, 2017;8:14719-14735. Abstract/PDF DOI PMID Cited by ~17
  163. J. van Zelst, M. Balkenhol, T. Tan, M. Rutten, M. Imhof-Tas, P. Bult, N. Karssemeijer and R. Mann, "Sonographic Phenotypes of Molecular Subtypes of Invasive Ductal Cancer in Automated 3-D Breast Ultrasound", Ultrasound in Medicine and Biology, 2017;43(9):1820-1828. Abstract/PDF DOI PMID Cited by ~9
  164. N. Moriakov, "On Effective Birkhoff's Ergodic Theorem for Computable Actions of Amenable Groups", Theory of Computing Systems, 2017. Abstract/PDF DOI
  165. B. Lassen-Schmidt, J. Kuhnigk, O. Konrad, B. van Ginneken and E. van Rikxoort, "Fast interactive segmentation of the pulmonary lobes from thoracic computed tomography data", Physics in Medicine and Biology, 2017;62:6649-6665. Abstract/PDF DOI PMID Cited by ~8
  166. K. Holland, A. Gubern-Mérida, R. Mann and N. Karssemeijer, "Optimization of volumetric breast density estimation in digital mammograms", Physics in Medicine and Biology, 2017;62:3779-3797. Abstract/PDF DOI PMID Cited by ~6
  167. M. Oei, F. Meijer, W. van der Woude, E. Smit, B. van Ginneken, R. Manniesing and M. Prokop, "Interleaving cerebral CT perfusion with neck CT angiography. Part II: clinical implementation and image quality", European Radiology, 2017;27(6):2411-2418. Abstract/PDF DOI PMID Cited by ~10
  168. J. Melendez, R. Philipsen, P. Chanda-Kapata, V. Sunkutu, N. Kapata and B. van Ginneken, "Automatic versus human reading of chest X-rays in the Zambia National Tuberculosis Prevalence Survey", International Journal of Tuberculosis and Lung Disease, 2017;21(8):880-886. Abstract/PDF DOI PMID Cited by ~10
  169. L. Hogeweg, C. Sánchez, P. Maduskar, R. Philipsen and B. van Ginneken, "Fast and effective quantification of symmetry in medical images for pathology detection: application to chest radiography", Medical Physics, 2017;44:2242-2256. Abstract/PDF DOI PMID Cited by ~4
  170. A. Castells-Nobau, B. Nijhof, I. Eidhof, L. Wolf, J. Scheffer-de Gooyert, I. Monedero, L. Torroja, J. van der Laak and A. Schenck, "Two Algorithms for High-throughput and Multi-parametric Quantification of Drosophila Neuromuscular Junction Morphology", JoVE, 2017;123(e55395):1-13. Abstract/PDF DOI PMID Cited by ~5
  171. A. Devaraj, B. van Ginneken, A. Nair and D. Baldwin, "Use of Volumetry for Lung Nodule Management: Theory and Practice", Radiology, 2017;284(3):630-644. Abstract/PDF DOI PMID Cited by ~48
  172. M. Ghafoorian, N. Karssemeijer, T. Heskes, M. Bergkamp, J. Wissink, J. Obels, K. Keizer, F. de Leeuw, B. Ginneken, E. Marchiori and B. Platel, "Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin", NeuroImage: Clinical, 2017;14:391-399. Abstract/PDF DOI PMID Cited by ~85
  173. M. Oei, F. Meijer, W. van der Woude, E. Smit, B. van Ginneken, M. Prokop and R. Manniesing, "Interleaving cerebral CT perfusion with neck CT angiography part I. Proof of concept and accuracy of cerebral perfusion values", European Radiology, 2017;27(6):2649-2656. Abstract/PDF DOI PMID Cited by ~7
  174. S. van Riel, F. Ciompi, C. Jacobs, M. Winkler Wille, E. Scholten, M. Naqibullah, S. Lam, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Malignancy risk estimation of screen-detected nodules at baseline CT: comparison of the PanCan model, Lung-RADS and NCCN guidelines", European Radiology, 2017;27:4019-4029. Abstract/PDF DOI PMID Cited by ~28
  175. A. Setio, A. Traverso, T. de Bel, M. Berens, C. Bogaard, P. Cerello, H. Chen, Q. Dou, M. Fantacci, B. Geurts, R. Gugten, P. Heng, B. Jansen, M. de Kaste, V. Kotov, J. Lin, J. Manders, A. Sonora-Mengana, J. Garcia-Naranjo, E. Papavasileiou, M. Prokop, M. Saletta, C. Schaefer-Prokop, E. Scholten, L. Scholten, M. Snoeren, E. Torres, J. Vandemeulebroucke, N. Walasek, G. Zuidhof, B. Ginneken and C. Jacobs, "Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge", Medical Image Analysis, 2017;42:1-13. Abstract/PDF DOI PMID arXiv Cited by ~291
  176. B. Liefers, F. Venhuizen, V. Schreur, B. van Ginneken, C. Hoyng, S. Fauser, T. Theelen and C. Sánchez, "Automatic detection of the foveal center in optical coherence tomography", Biomedical Optics Express, 2017;8:5160-5178. Abstract/PDF DOI PMID Cited by ~13
  177. S. Vreemann, A. Rodriguez-Ruiz, D. Nickel, L. Heacock, L. Appelman, J. van Zelst, N. Karssemeijer, E. Weiland, M. Maas, L. Moy, B. Kiefer and R. Mann, "Compressed Sensing for Breast MRI: Resolving the Trade-Off Between Spatial and Temporal Resolution", Investigative Radiology, 2017;52(10):574-582. Abstract/PDF DOI PMID Cited by ~21
  178. J. Cohen, H. Kim, S. Park, B. van Ginneken, G. Ferretti, C. Lee, J. Goo and C. Park, "Comparison of the effects of model-based iterative reconstruction and filtered back projection algorithms on software measurements in pulmonary subsolid nodules", European Radiology, 2017;27:3266-3274. Abstract/PDF DOI PMID Cited by ~14
  179. T. Kooi, G. Litjens, B. van Ginneken, A. Gubern-Mérida, C. Sánchez, R. Mann, A. den Heeten and N. Karssemeijer, "Large scale deep learning for computer aided detection of mammographic lesions", Medical Image Analysis, 2017;35:303-312. Abstract/PDF DOI PMID Cited by ~432
  180. B. Bejnordi, G. Zuidhof, M. Balkenhol, M. Hermsen, P. Bult, B. van Ginneken, N. Karssemeijer, G. Litjens and J. van der Laak, "Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images", Journal of Medical Imaging, 2017;4(4):044504. Abstract/PDF DOI PMID Cited by ~75
  181. E. Gibson, Y. Hu, H. Huisman and D. Barratt, "Designing image segmentation studies: statistical power, sample size and reference standard quality", Medical Image Analysis, 2017;42:44-59. Abstract/PDF DOI PMID Cited by ~7
  182. J. Wanders, K. Holland, W. Veldhuis, R. Mann, R. Pijnappel, P. Peeters, C. van Gils and N. Karssemeijer, "Volumetric breast density affects performance of digital screening mammography", Breast Cancer Research and Treatment, 2017;162:95-103. Abstract/PDF DOI PMID Cited by ~57
  183. U. Yousaf-Khan, C. van der Aalst, P. de Jong, M. Heuvelmans, E. Scholten, J. Walter, K. Nackaerts, H. Groen, R. Vliegenthart, K. Ten Haaf, M. Oudkerk and H. de Koning, "Risk stratification based on screening history: the NELSON lung cancer screening study", Thorax, 2017;72(9):819-824. Abstract/PDF DOI PMID
  184. B. van Ginneken, "Fifty years of computer analysis in chest imaging: rule-based, machine learning, deep learning", Radiological Physics and Technology, 2017;10:23-32. Abstract/PDF DOI PMID Cited by ~76
  185. T. Mertzanidou, J. Hipwell, S. Reis, D. Hawkes, B. Bejnordi, M. Dalmis, S. Vreemann, B. Platel, J. van der Laak, N. Karssemeijer, M. Hermsen, P. Bult and R. Mann, "3D volume reconstruction from serial breast specimen radiographs for mapping between histology and 3D whole specimen imaging", Medical Physics, 2017;44(3):935-948. Abstract/PDF DOI PMID Cited by ~11
  186. G. Litjens, T. Kooi, B. Ehteshami Bejnordi, A. Setio, F. Ciompi, M. Ghafoorian, J. van der Laak, B. van Ginneken and C. Sánchez, "A Survey on Deep Learning in Medical Image Analysis", Medical Image Analysis, 2017;42:60-88. Abstract/PDF DOI PMID arXiv Cited by ~3681
  187. O. Mets, P. de Jong, E. Scholten, K. Chung, B. van Ginneken and C. Schaefer-Prokop, "Subsolid pulmonary nodule morphology and associated patient characteristics in a routine clinical population", European Radiology, 2017;27:689-696. Abstract/PDF DOI PMID Cited by ~15
  188. M. Meijs, A. Patel, S. van de Leemput, M. Prokop, E. van Dijk, F. de Leeuw, F. Meijer, B. van Ginneken and R. Manniesing, "Robust Segmentation of the Full Cerebral Vasculature in 4D CT Images of Suspected Stroke Patients", Nature Scientific Reports, 2017;7. Abstract/PDF DOI PMID
  189. K. Chung, C. Jacobs, E. Scholten, J. Goo, H. Prosch, N. Sverzellati, F. Ciompi, O. Mets, P. Gerke, M. Prokop, B. van Ginneken and C. Schaefer-Prokop, "Lung-RADS Category 4X: Does It Improve Prediction of Malignancy in Subsolid Nodules?", Radiology, 2017;284:264-271. Abstract/PDF DOI PMID Cited by ~32
  190. M. Ghafoorian, N. Karssemeijer, T. Heskes, I. van Uden, C. Sánchez, G. Litjens, F. de Leeuw, B. van Ginneken, E. Marchiori and B. Platel, "Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities", Nature Scientific Reports, 2017;7:5110. Abstract/PDF DOI PMID arXiv Cited by ~117
  191. M. Dalmis, G. Litjens, K. Holland, A. Setio, R. Mann, N. Karssemeijer and A. Gubern-Mérida, "Using deep learning to segment breast and fibroglandular tissue in MRI volumes", Medical Physics, 2017;44(2):533-546. Abstract/PDF DOI PMID Cited by ~113
  192. B. Ehteshami Bejnordi, M. Veta, P. van Diest, B. van Ginneken, N. Karssemeijer, G. Litjens, J. van der Laak, T. Consortium, M. Hermsen, Q. Manson, M. Balkenhol, O. Geessink, N. Stathonikos, M. van Dijk, P. Bult, F. Beca, A. Beck, D. Wang, A. Khosla, R. Gargeya, H. Irshad, A. Zhong, Q. Dou, Q. Li, H. Chen, H. Lin, P. Heng, C. Haß, E. Bruni, Q. Wong, U. Halici, M. Öner, R. Cetin-Atalay, M. Berseth, V. Khvatkov, A. Vylegzhanin, O. Kraus, M. Shaban, N. Rajpoot, R. Awan, K. Sirinukunwattana, T. Qaiser, Y. Tsang, D. Tellez, J. Annuscheit, P. Hufnagl, M. Valkonen, K. Kartasalo, L. Latonen, P. Ruusuvuori, K. Liimatainen, S. Albarqouni, B. Mungal, A. George, S. Demirci, N. Navab, S. Watanabe, S. Seno, Y. Takenaka, H. Matsuda, H. Ahmady Phoulady, V. Kovalev, A. Kalinovsky, V. Liauchuk, G. Bueno, M. Fernandez-Carrobles, I. Serrano, O. Deniz, D. Racoceanu and R. Venâncio, "Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer", Journal of the American Medical Association, 2017;318(22):2199-2210. Abstract/PDF DOI PMID Cited by ~791
  193. S. van Riel, F. Ciompi, M. Winkler Wille, A. Dirksen, S. Lam, E. Scholten, S. Rossi, N. Sverzellati, M. Naqibullah, R. Wittenberg, M. Hovinga-de Boer, M. Snoeren, L. Peters-Bax, O. Mets, M. Brink, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Malignancy risk estimation of pulmonary nodules in screening CTs: Comparison between a computer model and human observers", PLoS One, 2017;12(11):e0185032. Abstract/PDF DOI PMID Cited by ~18
  194. C. Jacobs, E. van Rikxoort, K. Murphy, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Computer-aided detection of pulmonary nodules: a comparative study using the public LIDC/IDRI database", European Radiology, 2016;26:2139-2147. Abstract/PDF DOI PMID Cited by ~54
  195. G. Litjens, C. Sanchez, N. Timofeeva, M. Hermsen, I. Nagtegaal, I. Kovacs, C. Hulsbergen-van de Kaa, P. Bult, B. van Ginneken and J. van der Laak, "Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis", Nature Scientific Reports, 2016;6:26286. Abstract/PDF DOI PMID Cited by ~490
  196. M. van Grinsven, B. van Ginneken, C. Hoyng, T. Theelen and C. Sánchez., "Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images", IEEE Transactions on Medical Imaging, 2016;35:1273-1284. Abstract/PDF DOI PMID Cited by ~240
  197. B. Bejnordi, G. Litjens, N. Timofeeva, I. Otte-Holler, A. Homeyer, N. Karssemeijer and J. van der Laak, "Stain specific standardization of whole-slide histopathological images", IEEE Transactions on Medical Imaging, 2016;35:404-415. Abstract/PDF DOI PMID Cited by ~128
  198. R. Remark, T. Merghoub, N. Grabe, G. Litjens, D. Damotte, J. Wolchok, M. Merad and S. Gnjatic, "In-depth tissue profiling using multiplexed immunohistochemical consecutive staining on single slide", Science Immunology, 2016;1:aaf6925-aaf6925. Abstract/PDF DOI PMID Cited by ~63
  199. A. Ritchie, C. Sanghera, C. Jacobs, W. Zhang, J. Mayo, H. Schmidt, M. Gingras, S. Pasian, L. Stewart, S. Tsai, D. Manos, J. Seely, P. Burrowes, R. Bhatia, S. Atkar-Khattra, B. van Ginneken, M. Tammemagi, M. Tsao, S. Lam and t. of Group, "Computer Vision Tool and Technician as First Reader of Lung Cancer Screening CT Scans", Journal of Thoracic Oncology, 2016;11(5):709-717. Abstract/PDF DOI PMID Cited by ~14
  200. J. Melendez, B. van Ginneken, P. Maduskar, R. Philipsen, H. Ayles and C. Sánchez, "On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis", IEEE Transactions on Medical Imaging, 2016;35:1013-1024. Abstract/PDF DOI PMID Cited by ~28
  201. T. Kockelkorn, R. Ramos, J. Ramos, P. de Jong, C. Schaefer-Prokop, R. Wittenberg, A. Tiehuis, J. Grutters, M. Viergever and B. van Ginneken, "Optimization Strategies for Interactive Classification of Interstitial Lung Disease Textures", Frontiers in ICT, 2016;3:33. Abstract/PDF DOI
  202. C. Ridge, A. Yildirim, P. Boiselle, T. Franquet, C. Schaefer-Prokop, D. Tack, P. Gevenois and A. Bankier, "Differentiating between Subsolid and Solid Pulmonary Nodules at CT: Inter- and Intraobserver Agreement between Experienced Thoracic Radiologists", Radiology, 2016:888-96. Abstract/PDF DOI PMID
  203. A. Gubern-Mérida, S. Vreemann, R. Marti, J. Melendez, S. Lardenoije, R. Mann, N. Karssemeijer and B. Platel, "Automated detection of breast cancer in false-negative screening MRI studies from women at increased risk", European Journal of Radiology, 2016;85(2):472-479. Abstract/PDF DOI PMID Cited by ~17
  204. J. Hoffman, M. van Grinsven, C. Li, M. Brantley Jr, J. McGrath, A. Agarwal, W. Scott, S. Schwartz, J. Kovach, M. Pericak-Vance, C. Sánchez and J. Haines, "Genetic Association Analysis of Drusen Progression", Investigative Ophthalmology and Visual Science, 2016;57:2225-2231. Abstract/PDF DOI PMID Cited by ~9
  205. R. Manniesing, M. Oei, B. van Ginneken and M. Prokop, "Quantitative Dose Dependency Analysis of Whole-Brain CT Perfusion Imaging", Radiology, 2016;278:190-197. Abstract/PDF DOI PMID Cited by ~18
  206. P. Maduskar, R. Philipsen, J. Melendez, E. Scholten, D. Chanda, H. Ayles, C. Sánchez and B. van Ginneken, "Automatic detection of pleural effusion in chest radiographs", Medical Image Analysis, 2016;28:22-32. Abstract/PDF DOI PMID Cited by ~19
  207. O. Debats, A. Fortuin, H. Meijer, T. Hambrock, G. Litjens, J. Barentsz and H. Huisman, "Intranodal signal suppression in pelvic MR lymphography of prostate cancer patients: a quantitative comparison of ferumoxtran-10 and ferumoxytol", PeerJ, 2016;4:e2471. Abstract/PDF DOI PMID Cited by ~7
  208. J. Cohen, J. Goo, R. Yoo, C. Park, C. Lee, B. van Ginneken, D. Chung and Y. Kim, "Software performance in segmenting ground-glass and solid components of subsolid nodules in pulmonary adenocarcinomas", European Radiology, 2016;26:4465-4474. Abstract/PDF DOI PMID Cited by ~31
  209. M. Dalmis, A. Gubern-Mérida, S. Vreemann, N. Karssemeijer, R. Mann and B. Platel, "A Computer-Aided Diagnosis System for Breast DCE-MRI at High Spatiotemporal Resolution", Medical Physics, 2016;43:84-94. Abstract/PDF DOI PMID Cited by ~24
  210. T. Kobus, J. van der Laak, M. Maas, T. Hambrock, C. Bruggink, C. Hulsbergen-van de Kaa, T. Scheenen and A. Heerschap, "Contribution of Histopathologic Tissue Composition to Quantitative MR Spectroscopy and Diffusion-weighted Imaging of the Prostate", Radiology, 2016;278:801-811. Abstract/PDF DOI PMID Cited by ~26
  211. G. Bozovic, S. Steen, T. Sjöberg, C. Schaefer-Prokop, J. Verschakelen, Q. Liao, P. Höglund, R. Siemund and I. Björkman-Burtscher, "Circulation stabilizing therapy and pulmonary high-resolution computed tomography in a porcine brain-dead model", Acta Anaesthesiologica Scandinavica, 2016;60:93-102. Abstract/PDF DOI PMID
  212. M. Meijs, S. Christensen, M. Lansberg, G. Albers and F. Calamante, "Analysis of perfusion MRI in stroke: To deconvolve, or not to deconvolve", Magnetic Resonance in Medicine, 2016;76:1282-1290. Abstract/PDF DOI PMID
  213. E. Lens, A. Kotte, A. Patel, H. Heerkens, M. Bal, G. van Tienhoven, A. Bel, A. van der Horst and G. Meijer, "Probabilistic treatment planning for pancreatic cancer treatment: prospective incorporation of respiratory motion shows only limited dosimetric benefit", Acta Oncologica, 2016:1-7. Abstract/PDF DOI PMID
  214. W. van de Ven, J. Sedelaar, M. van der Leest, C. de Hulsbergen-van Kaa, J. Barentsz, J. Futterer and H. Huisman, "Visibility of prostate cancer on transrectal ultrasound during fusion with multi-parametric magnetic resonance imaging for biopsy", Clinical Imaging, 2016;40:745-750. Abstract/PDF DOI PMID Cited by ~15
  215. M. Kallenberg, K. Petersen, M. Nielsen, A. Ng, P. Diao, C. Igel, C. Vachon, K. Holland, N. Karssemeijer and M. Lillholm, "Unsupervised deep learning applied to breast density segmentation and mammographic risk scoring", IEEE Transactions on Medical Imaging, 2016;35:1322-1331. Abstract/PDF DOI PMID Cited by ~249
  216. O. Debats, M. Meijs, G. Litjens and H. Huisman, "Automated multistructure atlas-assisted detection of lymph nodes using pelvic MR lymphography in prostate cancer patients", Medical Physics, 2016;43:3132. Abstract/PDF DOI PMID Cited by ~2
  217. M. van Grinsven, T. Theelen, L. Witkamp, J. van der Heijden, J. van de Ven, C. Hoyng, B. van Ginneken and C. Sánchez, "Automatic differentiation of color fundus images containing drusen or exudates using a contextual spatial pyramid approach", Biomedical Optics Express, 2016;7:709-725. Abstract/PDF DOI PMID Cited by ~7
  218. T. Kockelkorn, P. de Jong, C. Schaefer-Prokop, R. Wittenberg, A. Tiehuis, H. Gietema, J. Grutters, M. Viergever and B. van Ginneken, "Semi-automatic classification of textures in thoracic CT scans", Physics in Medicine and Biology, 2016;61:5906-5924. Abstract/PDF DOI PMID Cited by ~4
  219. H. Greenspan, R. Summers and B. van Ginneken, "Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique", IEEE Transactions on Medical Imaging, 2016;35:1153-1159. Abstract/PDF DOI
  220. J. Mordang, A. Gubern-Mérida, G. den Heeten and N. Karssemeijer, "Reducing false positives of microcalcification detection systems by removal of breast arterial calcifications", Medical Physics, 2016;43:1676-1687. Abstract/PDF DOI PMID Cited by ~12
  221. J. Melendez, C. Sánchez, R. Philipsen, P. Maduskar, R. Dawson, G. Theron, K. Dheda and B. van Ginneken, "An automated tuberculosis screening strategy combining X-ray-based computer-aided detection and clinical information", Nature Scientific Reports, 2016;6:25265. Abstract/PDF DOI PMID Cited by ~53
  222. T. Tan, A. Gubern-Mérida, C. Borelli, R. Manniesing, J. van Zelst, L. Wang, W. Zhang, B. Platel, R. Mann and N. Karssemeijer, "Segmentation of malignant lesions in 3D breast ultrasound using a depth-dependent model", Medical Physics, 2016;43:4074-4084. Abstract/PDF DOI PMID Cited by ~8
  223. J. Charbonnier, M. Brink, F. Ciompi, E. Scholten, C. Schaefer-Prokop and E. van Rikxoort, "Automatic Pulmonary Artery-Vein Separation and Classification in Computed Tomography Using Tree Partitioning and Peripheral Vessel Matching", IEEE Transactions on Medical Imaging, 2016:882-892. Abstract/PDF DOI PMID Cited by ~21
  224. W. van de Ven, W. Venderink, J. Sedelaar, J. Veltman, J. Barentsz, J. Fütterer, E. Cornel and H. Huisman, "MR-targeted TRUS prostate biopsy using local reference augmentation: initial experience", International Urology and Nephrology, 2016. Abstract/PDF DOI PMID Cited by ~6
  225. O. Mets, P. de Jong, K. Chung, J. Lammers, B. van Ginneken and C. Schaefer-Prokop, "Fleischner recommendations for the management of subsolid pulmonary nodules: high awareness but limited conformance - a survey study", European Radiology, 2016;26:3840-3849. Abstract/PDF DOI PMID Cited by ~19
  226. J. Teuwen, "On the integral kernels of derivatives of the Ornstein-Uhlenbeck semigroup", Infinite Dimensional Analysis, Quantum Probability and Related Topics, 2016;19:1650030. Abstract/PDF DOI
  227. L. Gallardo-Estrella, D. Lynch, M. Prokop, D. Stinson, J. Zach, P. Judy, B. van Ginneken and E. van Rikxoort, "Normalizing computed tomography data reconstructed with different filter kernels: effect on emphysema quantification", European Radiology, 2016;26:478-486. Abstract/PDF DOI PMID Cited by ~32
  228. B. Bejnordi, M. Balkenhol, G. Litjens, R. Holland, P. Bult, N. Karssemeijer and J. van der Laak, "Automated Detection of DCIS in Whole-Slide H&E Stained Breast Histopathology Images", IEEE Transactions on Medical Imaging, 2016;35:2141-2150. Abstract/PDF DOI PMID Cited by ~55
  229. K. Holland, J. van Zelst, G. den Heeten, M. Imhof-Tas, R. Mann, C. van Gils and N. Karssemeijer, "Consistency of breast density categories in serial screening mammograms: A comparison between automated and human assessment", Breast, 2016;29:49-54. Abstract/PDF DOI PMID Cited by ~14
  230. R. Manniesing, C. Brune, B. van Ginneken and M. Prokop, "A 4D CT Digital Phantom of an Individual Human Brain for Perfusion Analysis", PeerJ, 2016;4:e2683. Abstract/PDF DOI PMID Cited by ~1
  231. S. Schalekamp, N. Karssemeijer, A. Cats, B. De Hoop, B. Geurts, O. Berger-Hartog, B. van Ginneken and C. Schaefer-Prokop, "The Effect of Supplementary Bone-Suppressed Chest Radiographs on the Assessment of a Variety of Common Pulmonary Abnormalities: Results of an Observer Study", Journal of Thoracic Imaging, 2016;31:119-125. Abstract/PDF DOI PMID Cited by ~3
  232. J. Cohen, J. Goo, R. Yoo, S. Park, B. van Ginneken, G. Ferretti, C. Lee and C. Park, "The effect of late-phase contrast enhancement on semi-automatic software measurements of CT attenuation and volume of part-solid nodules in lung adenocarcinomas", European Journal of Radiology, 2016;85:1174-1180. Abstract/PDF DOI PMID Cited by ~12
  233. E. Pompe, P. de Jong, E. van Rikxoort, L. Gallardo Estrella, W. de Jong, R. Vliegenthart, M. Oudkerk, C. van der Aalst, B. van Ginneken, J. Lammers and F. Mohamed Hoesein, "Smokers with emphysema and small airway disease on computed tomography have lower bone density", International Journal of Chronic Obstructive Pulmonary Disease, 2016;11:1207-1216. Abstract/PDF DOI PMID Cited by ~8
  234. A. Setio, F. Ciompi, G. Litjens, P. Gerke, C. Jacobs, S. van Riel, M. Wille, M. Naqibullah, C. Sánchez and B. van Ginneken, "Pulmonary nodule detection in CT images: false positive reduction using multi-view convolutional networks", IEEE Transactions on Medical Imaging, 2016;35:1160-1169. Abstract/PDF DOI PMID Cited by ~605
  235. T. Koster, E. van Rikxoort, R. Huebner, F. Doellinger, K. Klooster, J. Charbonnier, S. Radhakrishnan, F. Herth and D. Slebos, "Predicting Lung Volume Reduction after Endobronchial Valve Therapy Is Maximized Using a Combination of Diagnostic Tools", Respiration, 2016;92(3):150-7. Abstract/PDF DOI PMID Cited by ~55
  236. M. Ghafoorian, N. Karssemeijer, I. van Uden, F. de Leeuw, T. Heskes, E. Marchiori and B. Platel, "Automated Detection of White Matter Hyperintensities of All Sizes in Cerebral Small Vessel Disease", Medical Physics, 2016;43:6246-6258. Abstract/PDF DOI PMID Cited by ~33
  237. F. Ciompi, S. Balocco, J. Rigla, X. Carrillo, J. Mauri and P. Radeva, "Computer-aided detection of intracoronary stent in intravascular ultrasound sequences", Medical Physics, 2016;43(10):5616. Abstract/PDF DOI PMID Cited by ~7
  238. T. van den Heuvel, A. van der Eerden, R. Manniesing, M. Ghafoorian, T. Tan, T. Andriessen, T. Vyvere, L. van den Hauwe, B. ter Romeny, B. Goraj and B. Platel, "Automated detection of cerebral microbleeds in patients with Traumatic Brain Injury", NeuroImage: Clinical, 2016;12:241 - 251. Abstract/PDF DOI PMID Cited by ~37
  239. C. de Korte, S. Fekkes, A. Nederveen, R. Manniesing and H. Hansen, "Review: Mechanical Characterization of Carotid Arteries and Atherosclerotic Plaques", IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, 2016;63:1613-1623. Abstract/PDF DOI PMID
  240. M. Pompe, E. van Rikxoort, O. Mets, J. Charbonnier, J. Kuhnigk, H. de Koning, M. Oudkerk, R. Vliegenthart, P. Zanen, J. Lammers, B. van Ginneken, P. de Jong and F. Mohamed Hoesein, "Follow-up of CT-derived airway wall thickness: Correcting for changes in inspiration level improves reliability", European Journal of Radiology, 2016;85(11):2008-2013. Abstract/PDF DOI PMID Cited by ~4
  241. G. Litjens, R. Elliott, N. Shih, M. Feldman, T. Kobus, C. Hulsbergen-van de Kaa, J. Barentsz, H. Huisman and A. Madabhushi, "Computer-extracted Features Can Distinguish Noncancerous Confounding Disease from Prostatic Adenocarcinoma at Multiparametric MR Imaging.", Radiology, 2016;278:135-145. Abstract DOI PMID
  242. F. Ciompi, B. de Hoop, S. van Riel, K. Chung, E. Scholten, M. Oudkerk, P. de Jong, M. Prokop and B. van Ginneken, "Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box", Medical Image Analysis, 2015;26:195-202. Abstract/PDF DOI PMID Cited by ~191
  243. G. Litjens, J. Barentsz, N. Karssemeijer and H. Huisman, "Clinical evaluation of a computer-aided diagnosis system for determining cancer aggressiveness in prostate MRI", European Radiology, 2015;25:3187-3199. Abstract/PDF DOI PMID Cited by ~47
  244. E. Scholten, N. Horeweg, H. de Koning, R. Vliegenthart, M. Oudkerk, W. Mali and P. de Jong, "Computed tomographic characteristics of interval and post screen carcinomas in lung cancer screening", European Radiology, 2015;25:81-88. Abstract/PDF DOI PMID
  245. A. Steiner, C. Mangu, J. van den Hombergh, H. van Deutekom, B. van Ginneken, P. Clowes, F. Mhimbira, S. Mfinanga, A. Rachow, K. Reither and M. Hoelscher, "Screening for pulmonary tuberculosis in a Tanzanian prison and computer-aided interpretation of chest X-rays", Public Health Action, 2015;5:249-254. Abstract/PDF DOI PMID Cited by ~15
  246. F. Mohamed Hoesein, P. de Jong, J. Lammers, W. Mali, M. Schmidt, H. de Koning, C. van der Aalst, M. Oudkerk, R. Vliegenthart, H. Groen, B. van Ginneken, E. van Rikxoort and P. Zanen, "Airway wall thickness associated with forced expiratory volume in 1 second decline and development of airflow limitation", European Respiratory Journal, 2015;45:644-651. Abstract/PDF DOI PMID Cited by ~24
  247. E. Pompe, E. van Rikxoort, M. Schmidt, J. Rühaak, L. Gallardo-Estrella, R. Vliegenthart, M. Oudkerk, H. de Koning, B. van Ginneken, P. de Jong, J. Lammers and F. Mohamed Hoesein, "Parametric response mapping adds value to current computed tomography biomarkers in diagnosing chronic obstructive pulmonary disease", American Journal of Respiratory and Critical Care Medicine, 2015;191:1084-1086. Abstract/PDF DOI PMID Cited by ~16
  248. E. Scholten, C. Jacobs, B. van Ginneken, S. van Riel, R. Vliegenthart, M. Oudkerk, H. de Koning, N. Horeweg, M. Prokop, H. Gietema, W. Mali and P. de Jong, "Detection and quantification of the solid component in pulmonary subsolid nodules by semiautomatic segmentation", European Radiology, 2015;25:488-496. Abstract/PDF DOI PMID
  249. D. van der Waal, M. Emaus, M. Bakker, G. den Heeten, N. Karssemeijer, R. Pijnappel, W. Veldhuis, A. Verbeek, C. van Gils and M. Broeders, "Geographic variation in volumetric breast density between screening regions in the Netherlands", European Radiology, 2015;25:3328-3337. Abstract/PDF DOI PMID Cited by ~13
  250. A. Gubern-Mérida, M. Kallenberg, R. Mann, R. Marti and N. Karssemeijer, "Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework", IEEE Journal of Biomedical and Health Informatics, 2015;19(1):349-357. Abstract/PDF DOI PMID Cited by ~90
  251. B. Lassen, C. Jacobs, J. Kuhnigk, B. van Ginneken and E. van Rikxoort, "Robust semi-automatic segmentation of pulmonary subsolid nodules in chest computed tomography scans", Physics in Medicine and Biology, 2015;60:1307-1323. Abstract/PDF DOI PMID Cited by ~51
  252. A. Bluekens, W. Veldkamp, K. Schuur, N. Karssemeijer, M. Broeders and G. den Heeten, "The potential use of ultra-low radiation dose images in digital mammography - a clinical proof-of-concept study in craniocaudal views", British Journal of Radiology, 2015;88:20140626. Abstract/PDF DOI PMID Cited by ~3
  253. D. Slebos, E. van Rikxoort and W. van der Bij, "Air Trapping in Emphysema", American Journal of Respiratory and Critical Care Medicine, 2015;192:e45. Abstract/PDF DOI PMID Cited by ~1
  254. A. Setio, C. Jacobs, J. Gelderblom and B. van Ginneken, "Automatic detection of large pulmonary solid nodules in thoracic CT images", Medical Physics, 2015;42:5642-5653. Abstract/PDF DOI PMID Cited by ~88
  255. J. Teuwen, "A note on Gaussian maximal function", Indagationes Mathematicae, 2015;26:106-112. Abstract/PDF DOI
  256. R. Philipsen, C. Sánchez, P. Maduskar, J. Melendez, L. Peters-Bax, J. Peter, R. Dawson, G. Theron, K. Dheda and B. van Ginneken, "Automated chest-radiography as a triage for Xpert testing in resource-constrained settings: a prospective study of diagnostic accuracy and costs", Nature Scientific Reports, 2015;5. Abstract/PDF DOI PMID Cited by ~36
  257. E. Scholten, P. de Jong, B. de Hoop, R. van Klaveren, S. van de Amelsvoort-van Vorst, M. Oudkerk, R. Vliegenthart, H. de Koning, C. van der Aalst, R. Vernhout, H. Groen, J. Lammers, B. van Ginneken, C. Jacobs, W. Mali, N. Horeweg, C. Weenink, E. Thunnissen, M. Prokop and H. Gietema, "Towards a close computed tomography monitoring approach for screen detected subsolid pulmonary nodules?", European Respiratory Journal, 2015;45:765-773. Abstract/PDF DOI PMID Cited by ~55
  258. M. Teussink, M. Breukink, M. van Grinsven, C. Hoyng, B. Klevering, C. Boon, E. de Jong and T. Theelen, "OCT Angiography Compared to Fluorescein and Indocyanine Green Angiography in Chronic Central Serous Chorioretinopathy", Investigative Ophthalmology and Visual Science, 2015;56:5229-5237. Abstract/PDF DOI PMID
  259. R. Takx, R. Vliegenthart, F. Mohamed Hoesein, I. Išgum, H. de Koning, W. Mali, C. van der Aalst, P. Zanen, J. Lammers, H. Groen, E. van Rikxoort, M. Schmidt, B. van Ginneken, M. Oudkerk, T. Leiner and P. de Jong, "Pulmonary function and CT biomarkers as risk factors for cardiovascular events in male lung cancer screening participants: the NELSON study", European Radiology, 2015;25:65-71. Abstract/PDF DOI PMID Cited by ~5
  260. M. Teussink, B. Cense, M. van Grinsven, B. Klevering, C. Hoyng and T. Theelen, "Impact of motion-associated noise on intrinsic optical signal imaging in humans with optical coherence tomography", Biomedical Optics Express, 2015;6:1632-1647. Abstract/PDF DOI PMID
  261. J. Ramos, T. Kockelkorn, I. Ramos, R. Ramos, B. van Ginneken, M. Viergever, A. Campilho and J. Grutters, "Content Based Image Retrieval by Metric Learning from Radiology Reports: Application to Interstitial Lung Diseases", IEEE Journal of Biomedical and Health Informatics, 2015;20:281-292. Abstract/PDF DOI PMID Cited by ~26
  262. A. Gubern-Mérida, R. Marti, J. Melendez, J. Hauth, R. Mann, N. Karssemeijer and B. Platel, "Automated localization of breast cancer in DCE-MRI", Medical Image Analysis, 2015;20(1):265-274. Abstract/PDF DOI PMID Cited by ~88
  263. C. Jacobs, E. van Rikxoort, E. Scholten, P. de Jong, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Solid, Part-Solid, or Non-solid?: Classification of Pulmonary Nodules in Low-Dose Chest Computed Tomography by a Computer-Aided Diagnosis System", Investigative Radiology, 2015;50:168-173. Abstract/PDF DOI PMID Cited by ~40
  264. M. Winkler Wille, S. van Riel, Z. Saghir, A. Dirksen, J. Pedersen, C. Jacobs, L. Thomsen, E. Scholten, L. Skovgaard and B. van Ginneken, "Predictive Accuracy of the PanCan Lung Cancer Risk Prediction Model -External Validation based on CT from the Danish Lung Cancer Screening Trial", European Radiology, 2015;25:3093-3099. Abstract/PDF DOI PMID Cited by ~51
  265. S. van Riel, C. Sánchez, A. Bankier, D. Naidich, J. Verschakelen, E. Scholten, P. de Jong, C. Jacobs, E. van Rikxoort, L. Peters-Bax, M. Snoeren, M. Prokop, B. van Ginneken and C. Schaefer-Prokop, "Observer Variability for Classification of Pulmonary Nodules on Low-Dose CT Images and Its Effect on Nodule Management", Radiology, 2015;277:863-871. Abstract/PDF DOI PMID Cited by ~113
  266. M. van Grinsven, G. Buitendijk, C. Brussee, B. van Ginneken, C. Hoyng, T. Theelen, C. Klaver and C. Sánchez, "Automatic identification of reticular pseudodrusen using multimodal retinal image analysis", Investigative Ophthalmology and Visual Science, 2015;56:633-639. Abstract/PDF DOI PMID Cited by ~21
  267. F. Ciompi, C. Jacobs, E. Scholten, M. Winkler Wille, P. de Jong, M. Prokop and B. van Ginneken, "Bag of frequencies: a descriptor of pulmonary nodules in Computed Tomography images", IEEE Transactions on Medical Imaging, 2015;34:1-12. Abstract/PDF DOI PMID Cited by ~41
  268. L. Hogeweg, C. Sánchez, P. Maduskar, R. Philipsen, A. Story, R. Dawson, G. Theron, K. Dheda, L. Peters-Bax and B. van Ginneken, "Automatic detection of tuberculosis in chest radiographs using a combination of textural, focal, and shape abnormality analysis", IEEE Transactions on Medical Imaging, 2015;34:2429-2442. Abstract/PDF DOI PMID Cited by ~51
  269. M. Emaus, M. Bakker, P. Peeters, C. Loo, R. Mann, M. de Jong, R. Bisschops, J. Veltman, K. Duvivier, M. Lobbes, R. Pijnappel, N. Karssemeijer, H. de Koning, M. van den Bosch, E. Monninkhof, W. Mali, W. Veldhuis and C. van Gils, "MR Imaging as an Additional Screening Modality for the Detection of Breast Cancer in Women Aged 50-75 Years with Extremely Dense Breasts: The DENSE Trial Study Design", Radiology, 2015;277:527-537. Abstract/PDF DOI PMID Cited by ~72
  270. E. Smit, E. Vonken, F. Meijer, J. Dankbaar, A. Horsch, B. van Ginneken, B. Velthuis, I. van der Schaaf and M. Prokop, "Timing-Invariant CT Angiography Derived from CT Perfusion Imaging in Acute Stroke: A Diagnostic Performance Study", American Journal of Neuroradiology, 2015;36:1834-1838. Abstract/PDF DOI PMID Cited by ~16
  271. R. Philipsen, P. Maduskar, L. Hogeweg, J. Melendez, C. Sánchez and B. van Ginneken, "Localized energy-based normalization of medical images: application to chest radiography", IEEE Transactions on Medical Imaging, 2015;34:1965-75. Abstract/PDF DOI PMID Cited by ~27
  272. A. Dijkstra, D. Postma, B. van Ginneken, M. Wielpütz, M. Schmidt, N. Becker, M. Owsijewitsch, H. Kauczor, H. de Koning, J. Lammers, M. Oudkerk, C. Brandsma, Y. Bossé, D. Nickle, D. Sin, P. Hiemstra, C. Wijmenga, J. Smolonska, P. Zanen, J. Vonk, M. van den Berge, H. Boezen and H. Groen, "Novel Genes for Airway Wall Thickness Identified with Combined Genome Wide Association and Expression Analyses", American Journal of Respiratory and Critical Care Medicine, 2015;191:547-556. Abstract/PDF DOI PMID Cited by ~20
  273. J. Melendez, B. van Ginneken, P. Maduskar, R. Philipsen, K. Reither, M. Breuninger, I. Adetifa, R. Maane, H. Ayles and C. Sánchez, "A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays", IEEE Transactions on Medical Imaging, 2015;34:179-192. Abstract/PDF DOI PMID Cited by ~52
  274. H. Kortman, E. Smit, M. Oei, R. Manniesing, M. Prokop and F. Meijer, "4D-CTA in Neurovascular Disease: A Review", American Journal of Neuroradiology, 2015;36:1026-1033. Abstract/PDF DOI PMID Cited by ~75
  275. E. Scholten, P. de Jong, C. Jacobs, B. van Ginneken, S. van Riel, M. Willemink, R. Vliegenthart, M. Oudkerk, H. de Koning, N. Horeweg, M. Prokop, W. Mali and H. Gietema, "Interscan variation of semi-automated volumetry of subsolid pulmonary nodules", European Radiology, 2015;25:1040-1047. Abstract/PDF DOI PMID Cited by ~24
  276. T. Tan, J. Mordang, J. van Zelst, A. Grivegnée, A. Gubern-Mérida, J. Melendez, R. Mann, W. Zhang, B. Platel and N. Karssemeijer, "Computer-aided detection of breast cancers using Haar-like features in automated 3D breast ultrasound", Medical Physics, 2015;42:1498-1504. Abstract/PDF DOI PMID Cited by ~26
  277. K. Klooster, N. ten Hacken, J. Hartman, H. Kerstjens, E. van Rikxoort and D. Slebos, "Endobronchial Valves for Emphysema without Interlobar Collateral Ventilation", New England Journal of Medicine, 2015;373:2325-2335. Abstract/PDF DOI PMID Cited by ~302
  278. O. Solyanik, P. Hollmann, S. Dettmer, T. Kaireit, C. Schaefer-Prokop, F. Wacker, J. Vogel-Claussen and H. Shin, "Quantification of Pathologic Air Trapping in Lung Transplant Patients Using CT Density Mapping: Comparison with Other CT Air Trapping Measures", PLoS One, 2015;10:e0139102. Abstract/PDF DOI PMID
  279. J. Van Zelst, B. Platel, N. Karssemeijer and R. Mann, "Multiplanar reconstructions of 3D automated breast ultrasound improve lesion differentiation by radiologists", Academic Radiology, 2015;22:1489-1496. Abstract/PDF DOI Cited by ~19
  280. P. Maduskar, L. Hogeweg, P. de Jong, L. Peters-Bax, R. Dawson, H. Ayles, C. Sánchez and B. van Ginneken, "Cavity contour segmentation in chest radiographs using supervised learning and dynamic programming", Medical Physics, 2014;41:071912-1 - 071912-15. Abstract/PDF DOI PMID Cited by ~2
  281. G. Litjens, R. Toth, W. van de Ven, C. Hoeks, S. Kerkstra, B. van Ginneken, G. Vincent, G. Guillard, N. Birbeck, J. Zhang, R. Strand, F. Malmberg, Y. Ou, C. Davatzikos, M. Kirschner, F. Jung, J. Yuan, W. Qiu, Q. Gao, P. Edwards, B. Maan, F. van der Heijden, S. Ghose, J. Mitra, J. Dowling, D. Barratt, H. Huisman and A. Madabhushi, "Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge", Medical Image Analysis, 2014;18:359-373. Abstract/PDF DOI PMID Cited by ~275
  282. G. Litjens, H. Huisman, R. Elliott, N. Shih, M. Feldman, S. Viswanath, J. Fütterer, J. Bomers and A. Madabhushi, "Quantitative identification of magnetic resonance imaging features of prostate cancer response following laser ablation and radical prostatectomy", Journal of Medical Imaging, 2014;1:035001-035001. Abstract/PDF DOI Cited by ~16
  283. N. Saksens, E. Kersten, J. Groenewoud, M. van Grinsven, J. van de Ven, C. Sánchez, T. Schick, S. Fauser, A. den Hollander, C. Hoyng and C. Boon, "Clinical characteristics of familial and sporadic age-related macular degeneration: differences and similarities", Investigative Ophthalmology and Visual Science, 2014;55:7085-7092. Abstract/PDF DOI PMID Cited by ~9
  284. N. Horeweg, J. van Rosmalen, M. Heuvelmans, C. van der Aalst, R. Vliegenthart, E. Scholten, K. ten Haaf, K. Nackaerts, J. Lammers, C. Weenink and others, "Lung cancer probability in patients with CT-detected pulmonary nodules: a prespecified analysis of data from the NELSON trial of low-dose CT screening", Lancet Oncology, 2014;15:1332-1341. Abstract/PDF DOI PMID
  285. F. Mohamed Hoesein, P. de Jong, J. Lammers, W. Mali, O. Mets, M. Schmidt, H. de Koning, C. van der Aalst, M. Oudkerk, R. Vliegenthart, B. van Ginneken, E. van Rikxoort and P. Zanen, "Contribution of CT Quantified Emphysema, Air Trapping and Airway Wall Thickness on Pulmonary Function in Male Smokers With and Without COPD", COPD, 2014;11:503-509. Abstract/PDF DOI PMID Cited by ~43
  286. S. Schalekamp, B. van Ginneken, C. Schaefer-Prokop and N. Karssemeijer, "Influence of study design in receiver operating characteristics studies: sequential versus independent reading", Journal of Medical Imaging, 2014;1:015501-015501. Abstract/PDF DOI Cited by ~6
  287. F. Ciompi, O. Pujol and P. Radeva, "ECOC-DRF: Discriminative Random Fields based on Error-Correcting Output Codes", Pattern Recognition, 2014;47:2193-2204. Abstract/PDF DOI Cited by ~5
  288. S. Schalekamp, B. van Ginneken, N. Karssemeijer and C. Schaefer-Prokop, "Chest radiography: new technological developments and their applications", Seminars in Respiratory and Critical Care Medicine, 2014;35:3-16. Abstract/PDF DOI PMID Cited by ~16
  289. G. Karemore, M. Nielsen, N. Karssemeijer and S. Brandt, "A method to determine the mammographic regions that show early changes due to the development of breast cancer", Physics in Medicine and Biology, 2014;59:6759-6773. Abstract/PDF DOI PMID Cited by ~5
  290. R. Mann, R. Mus, J. van Zelst, C. Geppert, N. Karssemeijer and B. Platel, "A Novel Approach to Contrast-Enhanced Breast Magnetic Resonance Imaging for Screening: High-Resolution Ultrafast Dynamic Imaging", Investigative Radiology, 2014;49:579-585. Abstract/PDF DOI PMID Cited by ~113
  291. P. Ciet, P. Wielopolski, R. Manniesing, S. Lever, M. De Bruijne, G. Morana, P. Muzzio, M. Lequin and H. Tiddens, "Spirometer-controlled Cine-Magnetic Resonance Imaging for Diagnosis of Tracheobronchomalacia in Pediatric Patients", European Respiratory Journal, 2014;43:115-124. Abstract/PDF DOI PMID
  292. F. Mohamed Hoesein, M. Schmidt, O. Mets, H. Gietema, J. Lammers, P. Zanen, H. de Koning, C. van der Aalst, M. Oudkerk, R. Vliegenthart, I. Išgum, M. Prokop, B. van Ginneken, E. van Rikxoort and P. de Jong, "Discriminating dominant computed tomography phenotypes in smokers without or with mild COPD", Respiratory Medicine, 2014;108:136-143. Abstract/PDF DOI PMID Cited by ~26
  293. C. Jacobs, E. van Rikxoort, T. Twellmann, E. Scholten, P. de Jong, J. Kuhnigk, M. Oudkerk, H. de Koning, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Automatic Detection of Subsolid Pulmonary Nodules in Thoracic Computed Tomography Images", Medical Image Analysis, 2014;18:374-384. Abstract/PDF DOI PMID Cited by ~164
  294. S. Schalekamp, B. van Ginneken, B. Heggelman, M. Imhof-Tas, I. Somers, M. Brink, M. Spee, C. Schaefer-Prokop and N. Karssemeijer, "New methods for using computer-aided detection information for the detection of lung nodules on chest radiographs", British Journal of Radiology, 2014;87:20140015. Abstract/PDF DOI PMID Cited by ~8
  295. B. Durmus, D. Heppe, O. Gishti, R. Manniesing, M. Abrahamse-Berkeveld, E. van der Beek, A. Hofman, L. Duijts, R. Gaillard and V. Jaddoe, "General and abdominal fat outcomes in school-age children associated with infant breastfeeding patterns", American Journal of Clinical Nutrition, 2014;12:1351-1358. Abstract/PDF DOI PMID Cited by ~54
  296. J. Melendez, C. Sánchez, B. van Ginneken and N. Karssemeijer, "Improving mass candidate detection in mammograms via feature maxima propagation and local feature selection", Medical Physics, 2014;41:081904. Abstract/PDF DOI PMID Cited by ~7
  297. O. Gishti, R. Gaillard, R. Manniesing, M. Abrahamse-Berkeveld, E. van der Beek, D. Heppe, E. Steegers, A. Hofman, L. Duijts, B. Durmus and V. Jaddoe, "Fetal and infant growth patterns associated with total and abdominal fat distribution in school-age children", Journal of Clinical Endocrinology and Metabolism, 2014;99:2557-2566. Abstract/PDF DOI PMID Cited by ~60
  298. H. Liu, T. Tan, J. van Zelst, R. Mann, N. Karssemeijer and B. Platel, "Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound", Journal of Medical Imaging, 2014;1:024501-024501. Abstract/PDF DOI Cited by ~19
  299. C. Schaefer-Prokop, H. Prosch and M. Prokop, "[Lung cancer screening. What have we learnt for the practice so far?]", Radiologe, 2014;54:462-469. Abstract/PDF DOI PMID Cited by ~4
  300. R. van den Boom, R. Manniesing, M. Oei, W. van der Woude, E. Smit, H. Laue, B. van Ginneken and M. Prokop, "A 4D Digital Phantom for Patient-Specific Simulation of Brain CT Perfusion Protocols", Medical Physics, 2014;41:071907-1 - 071907-9. Abstract/PDF DOI PMID Cited by ~5
  301. S. Balocco, C. Gatta, F. Ciompi, A. Wahle, P. Radeva, S. Carlier, G. Unal, E. Sanidas, J. Mauri, X. Carillo, T. Kovarnik, C. Wang, H. Chen, T. Exarchos, D. Fotiadis, F. Destrempes, G. Cloutier, O. Pujol, M. Alberti, E. Mendizabal-Ruiz, M. Rivera, T. Aksoy, R. Downe and I. Kakadiaris, "Standardized evaluation methodology and reference database for evaluating IVUS image segmentation", Computerized Medical Imaging and Graphics, 2014;38:70-90. Abstract/PDF DOI PMID Cited by ~88
  302. S. Dettmer, L. Peters, C. de Wall, C. Schaefer-Prokop, M. Schmidt, G. Warnecke, J. Gottlieb, F. Wacker and H. Shin, "Bronchial wall measurements in patients after lung transplantation: evaluation of the diagnostic value for the diagnosis of bronchiolitis obliterans syndrome", PLoS One, 2014;9:e93783. Abstract/PDF DOI PMID
  303. C. Gatta and F. Ciompi, "Stacked sequential scale-space taylor context", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014;36(8):1694-1700. Abstract/PDF DOI Cited by ~11
  304. B. Platel, R. Mus, T. Welte, N. Karssemeijer and R. Mann, "Automated Characterization of Breast Lesions Imaged with an Ultrafast DCE-MR Protocol", IEEE Transactions on Medical Imaging, 2014:225-232. Abstract/PDF DOI PMID Cited by ~49
  305. S. Schalekamp, B. van Ginneken, I. van den Berk, I. Hartmann, M. Snoeren, A. Odink, W. van Lankeren, S. Pegge, L. Schijf, N. Karssemeijer and C. Schaefer-Prokop, "Bone suppression increases the visibility of invasive pulmonary aspergillosis in chest radiographs", PLoS One, 2014;9:e108551. Abstract/PDF DOI PMID Cited by ~7
  306. S. van der Wal, M. Vaneker, M. Steegers, V. B, M. Kox, J. van der Laak, J. van der Hoeven, K. Vissers and G. Scheffer, "Lidocaine increases the anti-inflammatory cytokine IL-10 following mechanical ventilation in healthy mice", Acta Anaesthesiologica Scandinavica, 2014;59:47-55. Abstract/PDF DOI Cited by ~22
  307. L. Louzao Martinez, E. Friedlander, J. van der Laak and K. Hebeda, "Abundance of IgG4+ Plasma Cells in Isolated Reactive Lymphadenopathy Is No Indication of IgG4-Related Disease", American Journal of Clinical Pathology, 2014;142(4):459-466. Abstract/PDF DOI Cited by ~20
  308. R. Rudyanto, S. Kerkstra, E. van Rikxoort, C. Fetita, P. Brillet, C. Lefevre, W. Xue, X. Zhu, J. Liang, I. Öksüz, D. Ünay, K. Kadipasaoglu, R. Estépar, J. Ross, G. Washko, J. Prieto, M. Hoyos, M. Orkisz, H. Meine, M. Hüllebrand, C. Stöcker, F. Mir, V. Naranjo, E. Villanueva, M. Staring, C. Xiao, B. Stoel, A. Fabijanska, E. Smistad, A. Elster, F. Lindseth, A. Foruzan, R. Kiros, K. Popuri, D. Cobzas, D. Jimenez-Carretero, A. Santos, M. Ledesma-Carbayo, M. Helmberger, M. Urschler, M. Pienn, D. Bosboom, A. Campo, M. Prokop, P. de Jong, C. Ortiz-de-Solorzano, A. Muñoz-Barrutia and B. van Ginneken, "Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: The VESSEL12 study", Medical Image Analysis, 2014;18:1217-1232. Abstract/PDF DOI PMID Cited by ~104
  309. S. Schalekamp, B. van Ginneken, E. Koedam, M. Snoeren, A. Tiehuis, R. Wittenberg, N. Karssemeijer and C. Schaefer-Prokop, "Computer aided detection improves detection of pulmonary nodules in chest radiographs beyond the support by bone suppressed images", Radiology, 2014;272:252-261. Abstract/PDF DOI PMID
  310. A. Gubern-Mérida, M. Kallenberg, B. Platel, R. Mann, R. Marti and N. Karssemeijer, "Volumetric breast density estimation from Full-Field Digital Mammograms: A validation study", PLoS One, 2014;9(1):e85952. Abstract/PDF DOI PMID Cited by ~111
  311. S. Muenzing, B. van Ginneken, M. Viergever and J. Pluim, "DIRBoost-An algorithm for boosting deformable image registration: Application to lung CT intra-subject registration", Medical Image Analysis, 2014;18:449-459. Abstract/PDF DOI PMID Cited by ~28
  312. G. Deslee, K. Klooster, M. Hetzel, F. Stanzel, R. Kessler, C. Marquette, C. Witt, S. Blaas, W. Gesierich, F. Herth, J. Hetzel, E. van Rikxoort and D. Slebos, "Lung volume reduction coil treatment for patients with severe emphysema: a European multicentre trial", Thorax, 2014;69:980-986. Abstract/PDF DOI PMID Cited by ~147
  313. M. Breuninger, B. van Ginneken, R. Philipsen, F. Mhimbira, J. Hella, F. Lwilla, J. van den Hombergh, A. Ross, L. Jugheli, D. Wagner and K. Reither, "Diagnostic accuracy of computer-aided detection of pulmonary tuberculosis in chest radiographs: a validation study from sub-saharan Africa", PLoS One, 2014;9:e106381. Abstract/PDF DOI PMID Cited by ~60
  314. M. Muyoyeta, P. Maduskar, M. Moyo, N. Kasese, D. Milimo, R. Spooner, N. Kapata, L. Hogeweg, B. van Ginneken and H. Ayles, "The Sensitivity and Specificity of Using a Computer Aided Diagnosis Program for Automatically Scoring Chest X-Rays of Presumptive TB Patients Compared with Xpert MTB/RIF in Lusaka Zambia", PLoS One, 2014;9:e93757. Abstract/PDF DOI PMID Cited by ~63
  315. J. Bozek, M. Kallenberg, M. Grgic and N. Karssemeijer, "Use of volumetric features for temporal comparison of mass lesions in full field digital mammograms", Medical Physics, 2014;41:021902. Abstract/PDF DOI PMID Cited by ~1
  316. N. Horeweg, E. Scholten, P. de Jong, C. van der Aalst, C. Weenink, J. Lammers, K. Nackaerts, R. Vliegenthart, K. Ten Haaf, U. Yousaf-Khan, M. Heuvelmans, E. Thunnissen, M. Oudkerk, W. Mali and H. de Koning, "Detection of lung cancer through low-dose CT screening (NELSON): a prespecified analysis of screening test performance and interval cancers", Lancet Oncology, 2014;15:1342-1350. Abstract/PDF DOI PMID
  317. S. Schalekamp, B. van Ginneken, E. Koedam, M. Snoeren, A. Tiehuis, R. Wittenberg, N. Karssemeijer and C. Schaefer-Prokop, "Computer-aided detection improves detection of pulmonary nodules in chest radiographs beyond the support by bone-suppressed images", Radiology, 2014;272:252-261. Abstract/PDF DOI PMID Cited by ~35
  318. C. Schaefer-Prokop, "[HRCT patterns of the most important interstitial lung diseases]", Radiologe, 2014;54:1170-1179. Abstract/PDF DOI PMID
  319. T. Kockelkorn, C. Schaefer-Prokop, G. Bozovic, A. Muñoz-Barrutia, E. van Rikxoort, M. Brown, P. de Jong, M. Viergever and B. van Ginneken, "Interactive lung segmentation in abnormal human and animal chest CT scans", Medical Physics, 2014;41:081915. Abstract/PDF DOI PMID Cited by ~10
  320. G. Litjens, O. Debats, J. Barentsz, N. Karssemeijer and H. Huisman, "Computer-aided detection of prostate cancer in MRI", IEEE Transactions on Medical Imaging, 2014;33:1083-1092. Abstract/PDF DOI PMID Cited by ~234
  321. B. Durmus, D. Heppe, H. Taal, R. Manniesing, H. Raat, A. Hofman, E. Steegers, R. Gaillard and V. Jaddoe, "Parental Smoking During Pregnancy and Total and Abdominal Fat Distribution in School-age Children: the Generation R Study", International Journal of Obesity, 2014;38:966-972. Abstract/PDF DOI PMID Cited by ~24
  322. R. Hameeteman, S. Rozie, C. Metz, R. Manniesing, T. van Walsum, A. van der Lugt, W. Niessen and S. Klein, "Automated Carotid Artery Distensibility Measurements from CTA using Nonrigid Registration", Medical Image Analysis, 2013;17:515-24. Abstract/PDF DOI PMID
  323. G. van Schie, R. Mann, M. Imhof-Tas and N. Karssemeijer, "Generating synthetic mammograms from reconstructed tomosynthesis volumes", IEEE Transactions on Medical Imaging, 2013;32:2322-2331. Abstract/PDF DOI PMID Cited by ~40
  324. O. Mets, P. de Jong, B. van Ginneken, C. Kruitwagen, M. Prokop, M. Oudkerk, J. Lammers and P. Zanen, "CT Air Trapping Is Independently Associated with Lung Function Reduction over Time", PLoS One, 2013;8:e61783. Abstract/PDF DOI PMID Cited by ~13
  325. E. Vos, G. Litjens, T. Kobus, T. Hambrock, C. Kaa, J. Barentsz, H. Huisman and T. Scheenen, "Assessment of Prostate Cancer Aggressiveness Using Dynamic Contrast-enhanced Magnetic Resonance Imaging at 3T", European Urology, 2013;64:448-455. Abstract/PDF PMID Cited by ~150
  326. T. Tan, B. Platel, T. Twellmann, G. van Schie, R. Mus, A. Grivegnée, R. Mann and N. Karssemeijer, "Evaluation of the Effect of Computer-Aided Classification of Benign and Malignant Lesions on Reader Performance in Automated Three-dimensional Breast Ultrasound", Academic Radiology, 2013;20:1381-1388. Abstract/PDF DOI PMID Cited by ~26
  327. N. Horeweg, C. van der Aalst, R. Vliegenthart, Y. Zhao, X. Xie, E. Scholten, W. Mali, E. Thunnissen, C. Weenink, H. Groen, J. Lammers, K. Nackaerts, J. van Rosmalen, M. Oudkerk and H. de Koning, "Volumetric computed tomography screening for lung cancer: three rounds of the NELSON trial", European Respiratory Journal, 2013;42:1659-1667. Abstract/PDF DOI PMID
  328. F. Mohamed Hoesein, P. Zanen, P. de Jong, B. van Ginneken, H. Boezen, H. Groen, M. Oudkerk, H. de Koning, D. Postma and J. Lammers, "Rate of progression of CT-quantified emphysema in male current and ex-smokers: a follow-up study", Respiratory Research, 2013;14:55. Abstract/PDF DOI PMID Cited by ~24
  329. R. van der Post, J. van der Laak, B. Sturm, R. Clarijs, E. Schaafsma, H. van Krieken and M. Nap, "The evaluation of colon biopsies using virtual microscopy is reliable", Histopathology, 2013;63:114-121. Abstract/PDF DOI Cited by ~21
  330. E. van Rikxoort and B. van Ginneken, "Automated segmentation of pulmonary structures in thoracic computed tomography scans: a review", Physics in Medicine and Biology, 2013;58:R187-R220. Abstract/PDF DOI PMID Cited by ~101
  331. A. Dijkstra, D. Postma, N. Ten Hacken, J. Vonk, M. Oudkerk, P. van Ooijen, P. Zanen, F. Mohamed Hoesein, B. van Ginneken, M. Schmidt and H. Groen, "Low-dose CT measurements of airway dimensions and emphysema associated with airflow limitation in heavy smokers: a cross sectional study", Respiratory Research, 2013;14:1-9. Abstract/PDF DOI PMID Cited by ~33
  332. M. Velikova, P. Lucas, M. Samulski and N. Karssemeijer, "On the interplay of machine learning and background knowledge in image interpretation by Bayesian Networks", Artificial Intelligence in Medicine, 2013;57:73AC/a,!aEURoe86. Abstract/PDF DOI PMID Cited by ~36
  333. O. Mets, M. Schmidt, C. Buckens, M. Gondrie, I. Išgum, M. Oudkerk, R. Vliegenthart, H. de Koning, C. van der Aalst, M. Prokop, J. Lammers, P. Zanen, F. Mohamed Hoesein, W. Mali, B. van Ginneken, E. van Rikxoort and P. de Jong, "Diagnosis of chronic obstructive pulmonary disease in lung cancer screening Computed Tomography scans: independent contribution of emphysema, air trapping and bronchial wall thickening", Respiratory Research, 2013;14:59. Abstract/PDF DOI PMID Cited by ~51
  334. E. Scholten, W. Mali, M. Prokop, B. van Ginneken, R. Glandorf, R. van Klaveren, M. Oudkerk and P. de Jong, "Non-solid lung nodules on low-dose computed tomography: comparison of detection rate between 3 visualization techniques", Cancer Imaging, 2013;13:150-154. Abstract/PDF DOI PMID Cited by ~7
  335. N. Horeweg, C. van der Aalst, E. Thunnissen, K. Nackaerts, C. Weenink, H. Groen, J. Lammers, J. Aerts, E. Scholten, J. van Rosmalen, W. Mali, M. Oudkerk and H. de Koning, "Characteristics of lung cancers detected by computer tomography screening in the randomized NELSON trial", American Journal of Respiratory and Critical Care Medicine, 2013;187:848-854. Abstract/PDF DOI PMID
  336. R. Hupse, M. Samulski, M. Lobbes, R. Mann, R. Mus, G. den Heeten, D. Beijerinck, R. Pijnappel, C. Boetes and N. Karssemeijer, "Computer-aided Detection of Masses at Mammography: Interactive Decision Support versus Prompts", Radiology, 2013;266:123-129. Abstract/PDF DOI PMID Cited by ~45
  337. D. Naidich, A. Bankier, H. MacMahon, C. Schaefer-Prokop, M. Pistolesi, J. Goo, P. Macchiarini, J. Crapo, C. Herold, J. Austin and W. Travis, "Recommendations for the management of subsolid pulmonary nodules detected at CT: a statement from the Fleischner Society", Radiology, 2013;266:304-317. Abstract/PDF DOI PMID
  338. G. van Schie, M. Wallis, K. Leifland, M. Danielsson and N. Karssemeijer, "Mass detection in reconstructed digital breast tomosynthesis volumes with a computer-aided detection system trained on 2D mammograms", Medical Physics, 2013;40:041902. Abstract/PDF DOI PMID Cited by ~38
  339. A. Firouzian, R. Manniesing, C. Metz, R. Risselada, S. Klein, F. van Kooten, M. Sturkenboom, A. van der Lugt and W. Niessen, "Quantification of Intracranial Aneurysm Morphodynamics from ECG-gated CT Angiography", Academic Radiology, 2013;20:52-58. Abstract/PDF DOI PMID Cited by ~17
  340. S. Schalekamp, B. van Ginneken, L. Meiss, L. Peters-Bax, L. Quekel, M. Snoeren, A. Tiehuis, R. Wittenberg, N. Karssemeijer and C. Schaefer-Prokop, "Bone suppressed images improve radiologists' detection performance for pulmonary nodules in chest radiographs", European Journal of Radiology, 2013;82:2399-2405. Abstract/PDF DOI PMID Cited by ~19
  341. E. Scholten, B. de Hoop, C. Jacobs, S. van de Amelsvoort-van Vorst, R. van Klaveren, M. Oudkerk, R. Vliegenthart, H. de Koning, C. van der Aalst, W. Mali, H. Gietema, M. Prokop, B. van Ginneken and P. de Jong, "Semi-automatic quantification of subsolid pulmonary nodules: comparison with manual measurements", PLoS One, 2013;8:e80249. Abstract/PDF DOI PMID Cited by ~17
  342. E. Smit, E. Vonken, T. van Seeters, J. Dankbaar, I. van der Schaaf, L. Kappelle, B. van Ginneken, B. Velthuis and M. Prokop, "Timing-Invariant Imaging of Collateral Vessels in Acute Ischemic Stroke", Stroke, 2013;44:2194-2199. Abstract/PDF DOI PMID Cited by ~95
  343. E. Scholten, C. Jacobs, B. van Ginneken, M. Willemink, J. Kuhnigk, P. van Ooijen, M. Oudkerk, W. Mali and P. de Jong, "Computer-Aided Segmentation and Volumetry of Artificial Ground-Glass Nodules at Chest CT", American Journal of Roentgenology, 2013;201:295-300. Abstract/PDF DOI PMID Cited by ~29
  344. N. Fens, A. van Rossum, P. Zanen, B. van Ginneken, R. van Klaveren, A. Zwinderman and P. Sterk, "Subphenotypes of Mild-to-Moderate COPD by Factor and Cluster Analysis of Pulmonary Function, CT Imaging and Breathomics in a Population-Based Survey", COPD, 2013;10:277-285. Abstract/PDF DOI PMID Cited by ~33
  345. R. Hupse, M. Samulski, M. Lobbes, A. den Heeten, M. Imhof-Tas, D. Beijerinck, R. Pijnappel, C. Boetes and N. Karssemeijer, "Standalone computer-aided detection compared to radiologists' performance for the detection of mammographic masses", European Radiology, 2013;23:93-100. Abstract/PDF DOI PMID Cited by ~17
  346. T. Hambrock, P. Vos, C. de Hulsbergen-van Kaa, J. Barentsz and H. Huisman, "Prostate Cancer: Computer-aided Diagnosis with Multiparametric 3-T MR Imaging--Effect on Observer Performance", Radiology, 2013;266:521-530. Abstract/PDF DOI PMID Cited by ~92
  347. B. Lassen, E. van Rikxoort, M. Schmidt, S. Kerkstra, B. van Ginneken and J. Kuhnigk, "Automatic segmentation of the pulmonary lobes from chest CT scans based on fissures, vessels, and bronchi", IEEE Transactions on Medical Imaging, 2013;32:210-222. Abstract/PDF DOI PMID Cited by ~105
  348. L. Hogeweg, C. Sánchez and B. van Ginneken, "Suppression of translucent elongated structures: applications in chest radiography", IEEE Transactions on Medical Imaging, 2013;32:2099-2113. Abstract/PDF DOI PMID Cited by ~17
  349. F. Mohamed Hoesein, P. de Jong, J. Lammers, W. Mali, M. Schmidt, H. de Koning, C. van der Aalst, M. Oudkerk, R. Vliegenthart, B. van Ginneken, E. van Rikxoort and P. Zanen, "Computed tomography structural lung changes in discordant airflow obstruction", PLoS One, 2013;8:e65177. Abstract/PDF DOI PMID
  350. M. van Grinsven, Y. Lechanteur, J. van de Ven, B. van Ginneken, C. Hoyng, T. Theelen and C. Sánchez, "Automatic Drusen Quantification and Risk Assessment of Age-related Macular Degeneration on Color Fundus Images", Investigative Ophthalmology and Visual Science, 2013;54:3019-3027. Abstract/PDF DOI PMID Cited by ~30
  351. L. Hogeweg, C. Sánchez, J. Melendez, P. Maduskar, A. Story, A. Hayward and B. van Ginneken, "Foreign object detection and removal to improve automated analysis of chest radiographs", Medical Physics, 2013;40:071901. Abstract/PDF DOI PMID Cited by ~6
  352. W. van de Ven, C. de Hulsbergen-van Kaa, T. Hambrock, J. Barentsz and H. Huisman, "Simulated required accuracy of image registration tools for targeting high-grade cancer components with prostate biopsies", European Radiology, 2013;23:1401-1407. Abstract/PDF DOI PMID Cited by ~40
  353. T. Tan, B. Platel, R. Mann, H. Huisman and N. Karssemeijer, "Chest Wall Segmentation in Automated 3D Breast Ultrasound Scans", Medical Image Analysis, 2013;17:1273AC/a,!aEURoe1281. Abstract/PDF DOI PMID Cited by ~19
  354. P. Maduskar, M. Muyoyeta, H. Ayles, L. Hogeweg, L. Peters-Bax and B. van Ginneken, "Detection of tuberculosis with digital chest radiography: automatic reading versus interpretation by clinical officers", International Journal of Tuberculosis and Lung Disease, 2013;17:1613-1620. Abstract/PDF DOI PMID
  355. M. Giger, N. Karssemeijer and J. Schnabel, "Breast Image Analysis for Risk Assessment, Detection, Diagnosis, and Treatment of Cancer", Annual Review of Biomedical Engineering, 2013;15:327-57. Abstract/PDF DOI PMID Cited by ~149
  356. H. Prosch, C. Schaefer-Prokop, E. Eisenhuber, D. Kienzl and C. Herold, "CT protocols in interstitial lung diseases-A survey among members of the European Society of Thoracic Imaging and a review of the literature", European Radiology, 2013;33:1553-1563. Abstract/PDF DOI PMID
  357. H. Prosch and C. Schaefer-Prokop, "[Radiological evaluation of incidental pulmonary nodules]", Radiologe, 2013;53:623-638. Abstract/PDF DOI PMID
  358. T. Tan, B. Platel, R. Mus, L. Tabar, R. Mann and N. Karssemeijer, "Computer-aided Detection of Cancer in Automated 3D Breast Ultrasound", IEEE Transactions on Medical Imaging, 2013;32:1698-1706. Abstract/PDF DOI PMID Cited by ~70
  359. J. Huo, K. Okada, E. van Rikxoort, H. Kim, J. Alger, W. Pope, J. Goldin and M. Brown, "Ensemble segmentation for GBM brain tumors on MR images using confidence-based averaging", Medical Physics, 2013;40:093502. Abstract/PDF DOI PMID Cited by ~13
  360. A. Bria, N. Karssemeijer and F. Tortorella, "Learning from unbalanced data: A cascade-based approach for detecting clustered microcalcifications", Medical Image Analysis, 2013;18:241-252. Abstract/PDF DOI PMID Cited by ~64
  361. E. Eisenhuber, C. Schaefer-Prokop, H. Prosch and W. Schima, "Bedside chest radiography", Respiratory Care, 2012;57:427-443. Abstract/PDF DOI PMID
  362. B. de Hoop, B. van Ginneken, H. Gietema and M. Prokop, "Pulmonary Perifissural Nodules on CT Scans: Rapid Growth Is Not a Predictor of Malignancy", Radiology, 2012;265:611-616. Abstract/PDF DOI PMID Cited by ~117
  363. F. Mohamed Hoesein, P. Zanen, H. Boezen, H. Groen, B. van Ginneken, P. de Jong, D. Postma and J. Lammers, "Lung function decline in heavy male smokers relates to baseline airflow obstruction severity", Chest, 2012;142:1530-1538. Abstract/PDF DOI PMID
  364. M. Kallenberg, C. van Gils, M. Lokate, G. den Heeten and N. Karssemeijer, "Effect of compression paddle tilt correction on volumetric breast density estimation", Physics in Medicine and Biology, 2012;57:5155-5168. Abstract/PDF DOI PMID Cited by ~32
  365. M. Alberti, S. Balocco, C. Gatta, F. Ciompi, O. Pujol, J. Silva, X. Carrillo and P. Radeva, "Automatic bifurcation detection in coronary IVUS sequences", IEEE Transactions on Biomedical Engineering, 2012;59:1022-1031. Abstract/PDF DOI PMID Cited by ~42
  366. P. Vos, J. Barentsz, N. Karssemeijer and H. Huisman, "Automatic computer-aided detection of prostate cancer based on multiparametric magnetic resonance image analysis", Physics in Medicine and Biology, 2012;57:1527-1542. Abstract/PDF DOI PMID Cited by ~119
  367. P. Boiselle, L. Goodman, D. Litmanovich, M. Rémy-Jardin and C. Schaefer-Prokop, "Expert opinion: CT pulmonary angiography in pregnant patients with suspected pulmonary embolism", Journal of Thoracic Imaging, 2012;27:5. Abstract/PDF DOI PMID
  368. M. Stoutjesdijk, M. Zijp, C. Boetes, N. Karssemeijer, J. Barentsz and H. Huisman, "Computer aided analysis of breast MRI enhancement kinetics using mean shift c lustering and multifeature iterative region of interest selection", Journal of Magnetic Resonance Imaging, 2012;36:1104-1112. Abstract/PDF DOI PMID Cited by ~8
  369. O. Mets, P. Zanen, J. Lammers, I. Išgum, H. Gietema, B. van Ginneken, M. Prokop and P. de Jong, "Early Identification of Small Airways Disease on Lung Cancer Screening CT: Comparison of Current Air Trapping Measures", Lung, 2012;190:629-633. Abstract/PDF DOI PMID Cited by ~52
  370. T. Hambrock, C. Hoeks, C. de Hulsbergen-van Kaa, T. Scheenen, J. Fütterer, S. Bouwense, I. van Oort, F. Schröder, H. Huisman and J. Barentsz, "Prospective Assessment of Prostate Cancer Aggressiveness Using 3-T Diffusion-Weighted Magnetic Resonance Imaging-Guided Biopsies Versus a Systematic 10-Core Transrectal Ultrasound Prostate Biopsy Cohort", European Urology, 2012;61:177-184. Abstract/PDF DOI PMID Cited by ~324
  371. I. Išgum, M. Prokop, M. Niemeijer, M. Viergever and B. van Ginneken, "Automatic coronary calcium scoring in low-dose chest computed tomography", IEEE Transactions on Medical Imaging, 2012;31:2322 - 2334. Abstract/PDF DOI PMID Cited by ~83
  372. F. Mohamed Hoesein, E. van Rikxoort, B. van Ginneken, P. de Jong, M. Prokop, J. Lammers and P. Zanen, "CT-quantified emphysema distribution is associated with lung function decline", European Respiratory Journal, 2012;40:844-850. Abstract/PDF DOI PMID Cited by ~49
  373. J. Lesniak, R. Hupse, R. Blanc, N. Karssemeijer and G. Székely, "Comparative evaluation of support vector machine classification for computer aided detection of breast masses in mammography", Physics in Medicine and Biology, 2012;57:5295-5307. Abstract/PDF DOI PMID Cited by ~22
  374. T. Mertzanidou, J. Hipwell, M. Cardoso, X. Zhang, C. Tanner, S. Ourselin, U. Bick, H. Huisman, N. Karssemeijer and D. Hawkes, "MRI to X-ray mammography registration using a volume-preserving affine transformation", Medical Image Analysis, 2012;16:966-975. Abstract/PDF DOI PMID Cited by ~26
  375. R. Visser, W. Veldkamp, D. Beijerinck, P. Bun, J. Deurenberg, M. Imhof-Tas, K. Schuur, M. Snoeren, G. den Heeten, N. Karssemeijer and M. Broeders, "Increase in perceived case suspiciousness due to local contrast optimisation in digital screening mammography", European Radiology, 2012;22:908-914. Abstract/PDF DOI PMID Cited by ~19
  376. D. De Boo, F. van Hoorn, J. van Schuppen, L. Schijf, M. Scheerder, N. Freling, O. Mets, M. Weber and C. Schaefer-Prokop, "Observer training for computer-aided detection of pulmonary nodules in chest radiography", European Radiology, 2012;22:1659-1664. Abstract/PDF DOI PMID
  377. M. Schouten, J. Bomers, D. Yakar, H. Huisman, E. Rothgang, D. Bosboom, T. Scheenen, S. Misra and J. Fütterer, "Evaluation of a robotic technique for transrectal MRI-guided prostate biopsies", European Radiology, 2012;22:476-483. Abstract/PDF DOI PMID Cited by ~53
  378. D. Vukadinovic, S. Rozie, M. van Gils, T. van Walsum, R. Manniesing, A. van der Lugt and W. Niessen, "Automated versus manual segmentation of atherosclerotic carotid plaque volume and components in CTA: associations with cardiovascular risk factors", International Journal of Cardiovascular Imaging, 2012;28:877-887. Abstract/PDF DOI PMID Cited by ~24
  379. T. Roelofsen, L. van Kempen, J. van der Laak, M. van Ham, J. Bulten and L. Massuger, "Concurrent Endometrial Intraepithelial Carcinoma (EIC) and Serous Ovarian Cancer. Can EIC Be Seen as the Precursor Lesion?", International Journal of Gynaecological Cancer, 2012;22:457-464. Abstract/PDF DOI Cited by ~27
  380. R. Wittenberg, J. van Vliet, B. Ghaye, J. Peters, C. Schaefer-Prokop and E. Coche, "Comparison of automated 4-chamber cardiac views versus axial views for measuring right ventricular enlargement in patients with suspected pulmonary embolism", European Journal of Radiology, 2012;81:218-222. Abstract/PDF DOI PMID
  381. H. Meijer, O. Debats, M. Roach 3rd, P. Span, J. Witjes, J. Kaanders, E. van Lin and J. Barentsz, "Magnetic Resonance Lymphography Findings in Patients With Biochemical Recurrence After Prostatectomy and the Relation With the Stephenson Nomogram", International Journal of Radiation Oncology, Biology, Physics, 2012;84:1186-1191. Abstract/PDF DOI PMID
  382. D. Yakar, O. Debats, J. Bomers, M. Schouten, P. Vos, E. van Lin, J. Fütterer and J. Barentsz, "Predictive value of MRI in the localization, staging, volume estimation, assessment of aggressiveness, and guidance of radiotherapy and biopsies in prostate cancer", Journal of Magnetic Resonance Imaging, 2012;35:20-31. Abstract/PDF DOI PMID
  383. C. Sánchez, M. Niemeijer, I. Išgum, A. Dumitrescu, M. Suttorp-Schulten, M. Abràmoff and B. van Ginneken, "Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans", Medical Image Analysis, 2012;16:50-62. Abstract/PDF DOI PMID Cited by ~43
  384. G. Litjens, T. Hambrock, C. de Hulsbergen-van Kaa, J. Barentsz and H. Huisman, "Interpatient Variation in Normal Peripheral Zone Apparent Diffusion Coefficient: Effect on the Prediction of Prostate Cancer Aggressiveness", Radiology, 2012;265:260-266. Abstract/PDF DOI PMID Cited by ~60
  385. P. Jacobs, M. Gondrie, Y. van der Graaf, H. de Koning, I. Išgum, B. van Ginneken and W. Mali, "Coronary Artery Calcium Can Predict All-Cause Mortality and Cardiovascular Events on Low-Dose CT Screening for Lung Cancer", American Journal of Roentgenology, 2012;198:505-511. Abstract/PDF DOI PMID Cited by ~101
  386. D. Chong, M. Brown, H. Kim, E. van Rikxoort, L. Guzman, M. McNitt-Gray, M. Khatonabadi, M. Galperin-Aizenberg, K. Yang, Y. Jung and J. Goldin, "Reproducibility of volume and densitometric measures of emphysema on repeat computed tomography with an interval of 1 week", European Radiology, 2012:287-294. Abstract/PDF DOI PMID Cited by ~22
  387. A. Mendrik, E. Vonken, G. de Kort, B. van Ginneken, E. Smit, M. Viergever and M. Prokop, "Improved Arterial Visualization in Cerebral CT Perfusion-Derived Arteriograms Compared with Standard CT Angiography: A Visual Assessment Study", American Journal of Neuroradiology, 2012;33:2171-2177. Abstract/PDF DOI PMID Cited by ~11
  388. O. Mets, R. van Hulst, C. Jacobs, B. van Ginneken and P. de Jong, "Normal Range of Emphysema and Air Trapping on CT in Young Men", American Journal of Roentgenology, 2012;199:336-340. Abstract/PDF DOI PMID Cited by ~35
  389. K. Murphy, J. Pluim, E. van Rikxoort, P. de Jong, B. de Hoop, H. Gietema, O. Mets, M. de Bruijne, P. Lo, M. Prokop and B. van Ginneken, "Toward automatic regional analysis of pulmonary function using inspiration and expiration thoracic CT", Medical Physics, 2012;39:1650-1662. Abstract/PDF DOI PMID Cited by ~49
  390. E. van Rikxoort, J. Goldin, F. Abtin, H. Kim, P. Lu, B. van Ginneken, G. Shaw, M. Galperin-Aizenberg and M. Brown, "A method for the automatic quantification of the completeness of pulmonary fissures: evaluation in a database of subjects with severe emphysema", European Radiology, 2012;22:302-309. Abstract/PDF DOI PMID Cited by ~58
  391. F. Ciompi, O. Pujol, C. Gatta, M. Alberti, S. Balocco, X. Carrillo, J. Mauri-Ferre and P. Radeva, "HoliMAb: A holistic approach for Media--Adventitia border detection in intravascular ultrasound", Medical Image Analysis, 2012. Abstract/PDF Cited by ~53
  392. A. Bluekens, R. Holland, N. Karssemeijer, M. Broeders and G. den Heeten, "Comparison of Digital Screening Mammography and Screen-Film Mammography in the Early Detection of Clinically Relevant Cancers: A Multicenter Study", Radiology, 2012;265:707-714. Abstract/PDF DOI PMID Cited by ~115
  393. R. Wittenberg, F. Berger, J. Peters, M. Weber, F. van Hoorn, L. Beenen, M. van Doorn, J. van Schuppen, I. Zijlstra, M. Prokop and C. Schaefer-Prokop, "Acute pulmonary embolism: effect of a computer-assisted detection prototype on diagnosis--an observer study", Radiology, 2012;262:305-313. Abstract/PDF DOI PMID Cited by ~31
  394. M. Kallenberg and N. Karssemeijer, "Compression paddle tilt correction in full-field digital mammograms", Physics in Medicine and Biology, 2012;57:703-715. Abstract/PDF DOI PMID Cited by ~20
  395. M. Velikova, P. Lucas, M. Samulski and N. Karssemeijer, "A probabilistic framework for image information fusion with an application to mammographic analysis", Medical Image Analysis, 2012;16:865-875. Abstract/PDF DOI PMID Cited by ~30
  396. T. Tan, B. Platel, H. Huisman, C. Sánchez, R. Mus and N. Karssemeijer, "Computer Aided Lesion Diagnosis in Automated 3D Breast Ultrasound Using Coronal Spiculation", IEEE Transactions on Medical Imaging, 2012;31:1034-1042. Abstract/PDF DOI PMID Cited by ~75
  397. M. Leach, B. Morgan, P. Tofts, D. Buckley, W. Huang, M. Horsfield, T. Chenevert, D. Collins, A. Jackson, D. Lomas, B. Whitcher, L. Clarke, R. Plummer, I. Judson, R. Jones, R. Alonzi, T. Brunner, D. Koh, P. Murphy, J. Waterton, G. Parker, M. Graves, T. Scheenen, T. Redpath, M. Orton, G. Karczmar, H. Huisman, J. Barentsz, A. Padhani and ,. on behalf of the Committee, "Imaging vascular function for early stage clinical trials using dynamic contrast-enhanced magnetic resonance imaging", European Radiology, 2012;22:1451-1464. Abstract/PDF PMID Cited by ~139
  398. A. Fortuin, W. Deserno, H. Meijer, G. Jager, S. Takahashi, O. Debats, S. Reske, C. Schick, B. Krause, I. van Oort, A. Witjes, Y. Hoogeveen, E. van Th Lin and J. Barentsz, "Value of PET/CT and MR Lymphography in Treatment of Prostate Cancer Patients with Lymph Node Metastases", International Journal of Radiation Oncology, Biology, Physics, 2012;84:712-718. Abstract/PDF DOI PMID
  399. S. Muenzing, B. van Ginneken, K. Murphy and J. Pluim, "Supervised Quality Assessment Of Medical Image Registration: Application to intra-patient CT lung registration", Medical Image Analysis, 2012;16:1521-1531. Abstract/PDF DOI PMID Cited by ~43
  400. P. Lo, B. van Ginneken, J. Reinhardt, Y. Tarunashree, P. de Jong, B. Irving, C. Fetita, M. Ortner, R. Pinho, J. Sijbers, M. Feuerstein, A. Fabijanska, C. Bauer, R. Beichel, C. Mendoza, R. Wiemker, J. Lee, A. Reeves, S. Born, O. Weinheimer, E. van Rikxoort, J. Tschirren, K. Mori, B. Odry, D. Naidich, I. Hartmann, E. Hoffman, M. Prokop, J. Pedersen and M. de Bruijne, "Extraction of Airways from CT (EXACT'09)", IEEE Transactions on Medical Imaging, 2012;31:2093-2107. Abstract/PDF DOI PMID Cited by ~187
  401. E. Smit, E. Vonken, I. van der Schaaf, A. Mendrik, J. Dankbaar, A. Horsch, T. van Seeters, B. van Ginneken and M. Prokop, "Timing-Invariant Reconstruction for Deriving High-quality CT Angiographic Data from Cerebral CT Perfusion Data", Radiology, 2012;263:216-225. Abstract/PDF DOI PMID Cited by ~61
  402. H. Meijer, E. van Lin, O. Debats, J. Witjes, P. Span, J. Kaanders and J. Barentsz, "High Occurrence of Aberrant Lymph Node Spread on Magnetic Resonance Lymphography in Prostate Cancer Patients with a Biochemical Recurrence After Radical Prostatectomy", International Journal of Radiation Oncology, Biology, Physics, 2012;82 (4):1405-1410. Abstract/PDF DOI PMID
  403. O. Mets, K. Murphy, P. Zanen, H. Gietema, J. Lammers, B. van Ginneken, M. Prokop and P. de Jong, "The relationship between lung function impairment and quantitative computed tomography in chronic obstructive pulmonary disease", European Radiology, 2012;22:120-128. Abstract/PDF DOI PMID Cited by ~70
  404. R. Wittenberg, J. Peters, M. Weber, R. Lely, L. Cobben, M. Prokop and C. Schaefer-Prokop, "Stand-alone performance of a computer-assisted detection prototype for detection of acute pulmonary embolism: a multi-institutional comparison", British Journal of Radiology, 2012;85:758-764. Abstract/PDF DOI PMID Cited by ~11
  405. L. Hogeweg, C. Sánchez, P. de Jong, P. Maduskar and B. van Ginneken, "Clavicle segmentation in chest radiographs", Medical Image Analysis, 2012;16:1490 - 1502. Abstract/PDF DOI PMID Cited by ~45
  406. H. Meijer, O. Debats, M. Kunze-Busch, P. van Kollenburg, J. Leer, J. Witjes, J. Kaanders, J. Barentsz and E. van Lin, "Magnetic Resonance Lymphography-Guided Selective High-Dose Lymph Node Irradiation in Prostate Cancer", International Journal of Radiation Oncology, Biology, Physics, 2012;82:175-183. Abstract/PDF DOI PMID
  407. O. Mets, P. de Jong, B. van Ginneken, H. Gietema and J. Lammers, "Quantitative Computed Tomography in COPD: Possibilities and Limitations", Lung, 2012;190:133-145. Abstract/PDF DOI PMID Cited by ~114
  408. A. Melbourne, J. Hipwell, M. Modat, T. Mertzanidou, H. Huisman, S. Ourselin and D. Hawkes, "The effect of motion correction on pharmacokinetic parameter estimation in dynamic-contrast-enhanced MRI", Physics in Medicine and Biology, 2011;56:7693-7708. Abstract/PDF DOI PMID Cited by ~35
  409. F. Mohamed Hoesein, P. Zanen, B. van Ginneken, R. van Klaveren and J. Lammers, "Association of the transfer coefficient of the lung for carbon monoxide with emphysema progression in male smokers", European Respiratory Journal, 2011;38:1012-1018. Abstract/PDF DOI PMID Cited by ~26
  410. B. van Ginneken, C. Schaefer-Prokop and M. Prokop, "Computer-aided Diagnosis: how to Move from the Laboratory to the Clinic", Radiology, 2011;261:719-732. Abstract/PDF DOI PMID Cited by ~197
  411. W. Deserno, O. Debats, T. Rozema, A. Fortuin, R. Heesakkers, Y. Hoogeveen, P. Peer, J. Barentsz and E. van Lin, "Comparison of Nodal Risk Formula and MR Lymphography for Predicting Lymph Node Involvement in Prostate Cancer", International Journal of Radiation Oncology, Biology, Physics, 2011;81:8-15. Abstract/PDF DOI PMID
  412. O. Mets, C. Buckens, P. Zanen, I. Išgum, B. van Ginneken, M. Prokop, H. Gietema, J. Lammers, R. Vliegenthart, M. Oudkerk, R. van Klaveren, H. de Koning, W. Mali and P. de Jong, "Identification of Chronic Obstructive Pulmonary Disease in Lung Cancer Screening Computed Tomographic Scans", Journal of the American Medical Association, 2011;306:1775-1781. Abstract/PDF DOI PMID Cited by ~122
  413. A. Firouzian, R. Manniesing, H. Flach, R. Risselada, F. van Kooten, M. Sturkenboom, A. van der Lugt and W. Niessen, "Intracranial Aneurysm Segmentation in 3D CT Angiography: Method and Quantitative Validation with and without Prior Noise Filtering", European Journal of Radiology, 2011;79:299-304. Abstract/PDF DOI PMID Cited by ~53
  414. C. Hoeks, J. Barentsz, T. Hambrock, D. Yakar, D. Somford, S. Heijmink, T. Scheenen, P. Vos, H. Huisman, I. van Oort, J. Witjes, A. Heerschap and J. Fütterer, "Prostate Cancer: Multiparametric MR Imaging for Detection, Localization, and Staging", Radiology, 2011;261:46-66. Abstract/PDF DOI PMID Cited by ~633
  415. K. Murphy, B. van Ginneken, S. Klein, M. Staring, B. de Hoop, M. Viergever and J. Pluim, "Semi-automatic construction of reference standards for evaluation of image registration", Medical Image Analysis, 2011;15:71-84. Abstract/PDF DOI PMID Cited by ~135
  416. G. den Heeten and N. Karssemeijer, "[Computerised assessment of screening mammograms]", Nederlands Tijdschrift voor Geneeskunde, 2011;155:A3025. Abstract/PDF PMID Cited by ~1
  417. R. Mann, J. Veltman, H. Huisman and C. Boetes, "Comparison of enhancement characteristics between invasive lobular carcinoma and invasive ductal carcinoma", Journal of Magnetic Resonance Imaging, 2011;34:293-300. Abstract/PDF DOI PMID Cited by ~19
  418. R. Wittenberg, J. Peters, J. Sonnemans, S. Bipat, M. Prokop and C. Schaefer-Prokop, "Impact of image quality on the performance of computer-aided detection of pulmonary embolism", American Journal of Roentgenology, 2011;196:95-101. Abstract/PDF DOI PMID Cited by ~21
  419. M. Kallenberg, M. Lokate, C. van Gils and N. Karssemeijer, "Automatic breast density segmentation: an integration of different approaches", Physics in Medicine and Biology, 2011;56:2715-2729. Abstract/PDF DOI PMID Cited by ~54
  420. A. Mendrik, E. Vonken, B. van Ginneken, H. de Jong, A. Riordan, T. van Seeters, E. Smit, M. Viergever and M. Prokop, "TIPS bilateral noise reduction in 4D CT perfusion scans produces high-quality cerebral blood flow maps", Physics in Medicine and Biology, 2011;56:3857-3872. Abstract/PDF DOI PMID Cited by ~84
  421. K. Murphy, B. van Ginneken, J. Reinhardt, S. Kabus, K. Ding, X. Deng, K. Cao, K. Du, G. Christensen, V. Garcia, T. Vercauteren, N. Ayache, O. Commowick, G. Malandain, B. Glocker, N. Paragios, N. Navab, V. Gorbunova, J. Sporring, M. de Bruijne, X. Han, M. Heinrich, J. Schnabel, M. Jenkinson, C. Lorenz, M. Modat, J. McClelland, S. Ourselin, S. Muenzing, M. Viergever, D. Nigris, D. Collins, T. Arbel, M. Peroni, R. Li, G. Sharp, A. Schmidt-Richberg, J. Ehrhardt, R. Werner, D. Smeets, D. Loeckx, G. Song, N. Tustison, B. Avants, J. Gee, M. Staring, S. Klein, B. Stoel, M. Urschler, M. Werlberger, J. Vandemeulebroucke, S. Rit, D. Sarrut and J. Pluim, "Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge", IEEE Transactions on Medical Imaging, 2011;31:1901-1920. Abstract/PDF DOI PMID Cited by ~391
  422. J. Seabra, F. Ciompi, O. Pujol, J. Mauri, P. Radeva and J. Sanches, "Rayleigh mixture model for plaque characterization in intravascular ultrasound", IEEE Transactions on Biomedical Engineering, 2011;58:1314-1324. Abstract/PDF Cited by ~80
  423. M. Niemeijer, M. Loog, M. Abràmoff, M. Viergever, M. Prokop and B. van Ginneken, "On Combining Computer-Aided Detection Systems", IEEE Transactions on Medical Imaging, 2011;30:215-223. Abstract/PDF DOI PMID Cited by ~98
  424. M. Adriaensen, H. Feringa, C. Schaefer-Prokop, S. Cornelissen, B. Zonnenberg and M. Prokop, "Focal fatty areas in the myocardium of patients with tuberous sclerosis complex: a unique finding", Journal of Thoracic Imaging, 2011;26:W12-W13. Abstract/PDF DOI PMID Cited by ~3
  425. M. Samulski and N. Karssemeijer, "Optimizing Case-based Detection Performance in a Multiview CAD System for Mammography", IEEE Transactions on Medical Imaging, 2011;30:1001-1009. Abstract/PDF DOI PMID Cited by ~62
  426. C. Sánchez, M. Niemeijer, A. Dumitrescu, M. Suttorp-Schulten, M. Abràmoff and B. van Ginneken, "Evaluation of a Computer-Aided Diagnosis system for Diabetic Retinopathy screening on public data", Investigative Ophthalmology and Visual Science, 2011;52:4866-4871. Abstract/PDF DOI PMID Cited by ~78
  427. S. Brandt, G. Karemore, N. Karssemeijer and M. Nielsen, "An Anatomically Oriented Breast Coordinate System for Mammogram Analysis", IEEE Transactions on Medical Imaging, 2011;30:1841-1851. Abstract/PDF DOI PMID Cited by ~27
  428. M. Kox, J. Pompe, E. Peters, V. M.,, J. van der Laak, J. van der Hoeven, G. Scheffer, C. Hoedemaekers and P. Pickkers, "a7 Nicotinic acetylcholine receptor agonist GTS-21 attenuates ventilator-induced tumour necrosis factor-a production and lung injury", British Journal of Anaesthesia, 2011;107:559-566. Abstract/PDF DOI
  429. M. Niemeijer, X. Xu, A. Dumitrescu, P. Gupta, B. van Ginneken, J. Folk and M. Abràmoff, "Automated measurement of the arteriolar-to-venular width ratio in digital color fundus photographs", IEEE Transactions on Medical Imaging, 2011;31:1941-1950. Abstract/PDF DOI PMID Cited by ~149
  430. T. Hambrock, D. Somford, H. Huisman, I. van Oort, J. Witjes, C. de Hulsbergen-van Kaa, T. Scheenen and J. Barentsz, "Relationship between Apparent Diffusion Coefficients at 3.0-T MR Imaging and Gleason Grade in Peripheral Zone Prostate Cancer", Radiology, 2011;259:453-461. Abstract/PDF DOI PMID Cited by ~577
  431. O. Debats, G. Litjens, J. Barentsz, N. Karssemeijer and H. Huisman, "Automated 3-Dimensional Segmentation of Pelvic Lymph Nodes in Magnetic Resonance Images", Medical Physics, 2011;38:6178-6187. Abstract/PDF DOI PMID Cited by ~12
  432. D. Yakar, S. Heijmink, C. de Hulsbergen-van Kaa, H. Huisman, J. Barentsz, J. Fütterer and T. Scheenen, "Initial results of 3-dimensional 1H-magnetic resonance spectroscopic imaging in the localization of prostate cancer at 3 Tesla: should we use an endorectal coil?", Investigative Radiology, 2011;46:301-306. Abstract/PDF DOI PMID Cited by ~30
  433. D. de Boo, M. Uffmann, S. Bipat, E. Boorsma, M. Scheerder, M. Weber and C. Schaefer-Prokop, "Gray-Scale Reversal for the Detection of Pulmonary Nodules on a PACS Workstation", American Journal of Roentgenology, 2011;197:1096-1100. Abstract/PDF DOI PMID
  434. D. de Boo, M. Uffmann, M. Weber, S. Bipat, E. Boorsma, M. Scheerder, N. Freling and C. Schaefer-Prokop, "Computer-aided Detection of Small Pulmonary Nodules in Chest Radiographs An Observer Study", Academic Radiology, 2011;18:1507-1514. Abstract/PDF DOI PMID
  435. M. Nielsen, G. Karemore, M. Loog, J. Raundahl, N. Karssemeijer, J. Otten, M. Karsdal, C. Vachon and C. Christiansen, "A novel and automatic mammographic texture resemblance marker is an independent risk factor for breast cancer", Cancer Epidemiology, 2011;35:381-387. Abstract/PDF DOI PMID Cited by ~44
  436. M. Adriaensen, C. Schaefer-Prokop, D. Duyndam, B. Zonnenberg and M. Prokop, "Radiological evidence of lymphangioleiomyomatosis in female and male patients with tuberous sclerosis complex", Clinical Radiology, 2011;66:625-628. Abstract/PDF DOI PMID Cited by ~77
  437. P. de Jong, J. Achterberg, O. Kessels, B. van Ginneken, L. Hogeweg, F. Beek and S. Terheggen-Lagro, "Modified Chrispin-Norman chest radiography score for cystic fibrosis: observer agreement and correlation with lung function", European Radiology, 2011;21:722-729. Abstract/PDF DOI PMID Cited by ~12
  438. X. Carrillo, E. Fernandez-Nofrerias, F. Ciompi, O. Rodriguez-Leor, P. Radeva, N. Salvatella, O. Pujol, J. Mauri and A. Bayes-Genis, "Changes in radial artery volume assessed using intravascular ultrasound: a comparison of two vasodilator regimens in transradial coronary interventions", Journal of Invasive Cardiology, 2011;23:401-404. Abstract/PDF PMID Cited by ~20
  439. M. Nillesen, R. Lopata, H. Huisman, J. Thijssen, L. Kapusta and C. de Korte, "Correlation based 3-D segmentation of the left ventricle in pediatric echocardiographic images using radio-frequency data", Ultrasound in Medicine and Biology, 2011;37:1409-1420. Abstract/PDF DOI PMID Cited by ~19
  440. M. Adriaensen, M. van Oosterhout, H. Feringa, C. Schaefer-Prokop, B. Zonnenberg and M. Prokop, "Mature fat cells in the myocardium of patients with tuberous sclerosis complex", Journal of Clinical Pathology, 2011;64:244-245. Abstract/PDF DOI PMID Cited by ~3
  441. G. van Schie, C. Tanner, P. Snoeren, M. Samulski, K. Leifland, M. Wallis and N. Karssemeijer, "Correlating locations in ipsilateral breast tomosynthesis views using an analytical hemispherical compression model", Physics in Medicine and Biology, 2011;56:4715-4730. Abstract/PDF DOI PMID Cited by ~18
  442. D. de Boo, M. Weber, E. Deurloo, G. Streekstra, N. Freling, D. Dongelmans and C. Schaefer-Prokop, "Computed radiography versus mobile direct radiography for bedside chest radiographs: impact of dose on image quality and reader agreement", Clinical Radiology, 2011;66:826-832. Abstract/PDF DOI PMID
  443. A. Rosenkrantz, M. Oei, J. Babb, B. Niver and B. Taouli, "Diffusion-weighted imaging of the abdomen at 3.0 Tesla: image quality and apparent diffusion coefficient reproducibility compared with 1.5 Tesla", Journal of Magnetic Resonance Imaging, 2011;33:128-135. Abstract/PDF DOI PMID
  444. F. Mohamed Hoesein, B. de Hoop, P. Zanen, H. Gietema, C. Kruitwagen, B. van Ginneken, I. Išgum, C. Mol, R. van Klaveren, A. Dijkstra, H. Groen, H. Boezen, D. Postma, M. Prokop and J. Lammers, "CT-quantified emphysema in male heavy smokers: association with lung function decline", Thorax, 2011;66:782-787. Abstract/PDF DOI PMID Cited by ~125
  445. J. van Dijck, J. Otten, N. Karssemeijer, P. Kenemans, A. Verbeek and M. van der Mooren, "Less mammographic density after nasal versus oral administration of postmenopausal hormone therapy", Climacteric, 2011;14:683-688. Abstract/PDF DOI PMID
  446. D. Yakar, T. Hambrock, H. Huisman, C. de Hulsbergen-van Kaa, E. van Lin, H. Vergunst, C. Hoeks, I. van Oort, J. Witjes, J. Barentsz and J. Fütterer, "Feasibility of 3T dynamic contrast-enhanced magnetic resonance-guided biopsy in localizing local recurrence of prostate cancer after external beam radiation therapy", Investigative Radiology, 2010;45:121-125. Abstract/PDF DOI PMID Cited by ~66
  447. S. Timp, C. Varela and N. Karssemeijer, "Computer-aided diagnosis with temporal analysis to improve radiologists' interpretation of mammographic mass lesions", IEEE Transactions on Information Technology in Biomedicine, 2010;14:803-808. Abstract/PDF DOI PMID Cited by ~24
  448. I. Išgum, A. Rutten, M. Prokop, M.Staring, S. Klein, J. Pluim, M. Viergever and B. van Ginneken, "Automated aortic calcium scoring on low-dose chest computed tomography", Medical Physics, 2010;37:714-723. Abstract/PDF DOI PMID Cited by ~33
  449. E. van Rikxoort, M. Prokop, B. de Hoop, M. Viergever, J. Pluim and B. van Ginneken, "Automatic Segmentation of Pulmonary Lobes Robust Against Incomplete Fissures", IEEE Transactions on Medical Imaging, 2010;29:1286-1296. Abstract/PDF DOI PMID Cited by ~94
  450. A. Mendrik, E. Vonken, B. van Ginneken, E. Smit, A. Waaijer, G. Bertolini, M. Viergever and M. Prokop, "Automatic segmentation of intracranial arteries and veins in four-dimensional cerebral CT perfusion scans", Medical Physics, 2010;37:2956-2966. Abstract/PDF DOI PMID Cited by ~32
  451. H. Gietema, P. Zanen, A. Schilham, B. van Ginneken, R. van Klaveren, M. Prokop and J. Lammers, "Reply to Hochheggar et al", Respiratory Medicine, 2010;104:1074. Abstract/PDF DOI
  452. H. Gietema, P. Zanen, A. Schilham, B. van Ginneken, R. van Klaveren, M. Prokop and J. Lammers, "Distribution of emphysema in heavy smokers: impact on pulmonary function", Respiratory Medicine, 2010;104:76-82. Abstract/PDF DOI PMID Cited by ~27
  453. E. Tanck, J. Deenen, H. Huisman, J. Kooloos, H. Huizenga and N. Verdonschot, "An anatomically shaped lower body model for CT scanning of cadaver femurs", Physics in Medicine and Biology, 2010;55:N57-N62. Abstract/PDF DOI PMID Cited by ~4
  454. P. Vos, T. Hambrock, J. Barentsz and H. Huisman, "Computer-assisted analysis of peripheral zone prostate lesions using T2-weighted and dynamic contrast enhanced T1-weighted MRI", Physics in Medicine and Biology, 2010;55:1719-1734. Abstract/PDF DOI PMID Cited by ~116
  455. T. Hambrock, D. Somford, C. Hoeks, S. Bouwense, H. Huisman, D. Yakar, I. van Oort, J. Witjes, J. Fütterer and J. Barentsz, "Magnetic resonance imaging guided prostate biopsy in men with repeat negative biopsies and increased prostate specific antigen", Journal of Urology, 2010;183:520-527. Abstract/PDF DOI PMID Cited by ~415
  456. B. de Hoop, C. Schaefer-Prokop, H. Gietema, P. de Jong, B. van Ginneken, R. van Klaveren and M. Prokop, "Screening for lung cancer with digital chest radiography: sensitivity and number of secondary work-up CT examinations", Radiology, 2010;255:629-637. Abstract/PDF DOI PMID Cited by ~39
  457. D. Vukadinovic, T. van Walsum, R. Manniesing, S. Rozie, R. Hameeteman, T. de Weert, A. van der Lugt and W. Niessen, "Segmentation of the outer vessel wall of the common carotid artery in CTA", IEEE Transactions on Medical Imaging, 2010;29:65-76. Abstract/PDF DOI PMID Cited by ~51
  458. A. Bluekens, N. Karssemeijer, D. Beijerinck, J. Deurenberg, R. van Engen, M. Broeders and G. den Heeten, "Consequences of digital mammography in population-based breast cancer screening: initial changes and long-term impact on referral rates", European Radiology, 2010;20:2067-2073. Abstract/PDF DOI PMID Cited by ~64
  459. M. Lokate, M. Kallenberg, N. Karssemeijer, M. van den Bosch, P. Peeters and C. van Gils, "Volumetric breast density from full-field digital mammograms and its association with breast cancer risk factors: a comparison with a threshold method", Cancer Epidemiology Biomarkers and Prevention, 2010;19:3096-3105. Abstract/PDF DOI PMID Cited by ~70
  460. J. Patel, E. Sigmund, H. Rusinek, M. Oei, J. Babb and B. Taouli, "Diagnosis of cirrhosis with intravoxel incoherent motion diffusion MRI and dynamic contrast-enhanced MRI alone and in combination: preliminary experience", Journal of Magnetic Resonance Imaging, 2010;31:589-600. Abstract/PDF DOI PMID
  461. P. Jacobs, I. Išgum, M. Gondrie, W. Mali, B. van Ginneken, M. Prokop and Y. der Graaf, "Coronary artery calcification scoring in low-dose ungated CT screening for lung cancer: interscan agreement", American Journal of Roentgenology, 2010;194:1244-1249. Abstract/PDF DOI PMID Cited by ~41
  462. F. Ciompi, O. Pujol, C. Gatta, O. Rodriguez-Leor, J. Mauri-Ferre and P. Radeva, "Fusing in-vitro and in-vivo intravascular ultrasound data for plaque characterization", International Journal of Cardiac Imaging, 2010;26:763-779. Abstract/PDF PMID Cited by ~28
  463. B. de Hoop, H. Gietema, S. van de Vorst, K. Murphy, R. van Klaveren and M. Prokop, "Pulmonary ground-glass nodules: increase in mass as an early indicator of growth", Radiology, 2010;255:199-206. Abstract/PDF DOI PMID Cited by ~199
  464. M. Adriaensen, M. Cramer, M. Brouha, C. Schaefer-Prokop, M. Prokop, P. Doevendans, B. Zonnenberg and H. Feringa, "Echocardiographic screening results in patients with tuberous sclerosis complex", Texas Heart Institute Journal, 2010;37:280-283. Abstract/PDF PMID Cited by ~5
  465. E. van Rikxoort, I. Išgum, Y. Arzhaeva, M. Staring, S. Klein, M. Viergever, J. Pluim and B. van Ginneken, "Adaptive local multi-atlas segmentation: application to the heart and the caudate nucleus", Medical Image Analysis, 2010;14:39-49. Abstract/PDF DOI PMID Cited by ~179
  466. M. Samulski, R. Hupse, C. Boetes, R. Mus, G. den Heeten and N. Karssemeijer, "Using Computer Aided Detection in Mammography as a Decision Support", European Radiology, 2010;20:2323-2330. Abstract/PDF DOI PMID Cited by ~67
  467. B. van Ginneken, S. Armato, B. de Hoop, S. van de Vorst, T. Duindam, M. Niemeijer, K. Murphy, A. Schilham, A. Retico, M. Fantacci, N. Camarlinghi, F. Bagagli, I. Gori, T. Hara, H. Fujita, G. Gargano, R. Belloti, F. Carlo, R. Megna, S. Tangaro, L. Bolanos, P. Cerello, S. Cheran, E. Torres and M. Prokop, "Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: the ANODE09 study", Medical Image Analysis, 2010;14:707-722. Abstract/PDF DOI PMID Cited by ~229
  468. R. Hupse and N. Karssemeijer, "The effect of feature selection methods on computer-aided detection of masses in mammograms", Physics in Medicine and Biology, 2010;55:2893-2904. Abstract/PDF DOI PMID Cited by ~28
  469. B. de Hoop, D. de Boo, H. Gietema, F. van Hoorn, B. Mearadji, L. Schijf, B. van Ginneken, M. Prokop and C. Schaefer-Prokop, "Computer-aided Detection of Lung Cancer on Chest Radiographs: Effect on Observer Performance", Radiology, 2010;257:532-540. Abstract/PDF DOI PMID Cited by ~57
  470. R. Wittenberg, J. Peters, J. Sonnemans, M. Prokop and C. Schaefer-Prokop, "Computer-assisted detection of pulmonary embolism: evaluation of pulmonary CT angiograms performed in an on-call setting", European Radiology, 2010;20:801-806. Abstract/PDF DOI PMID Cited by ~32
  471. M. Niemeijer, B. van Ginneken, M. Cree, A. Mizutani, G. Quellec, C. Sánchez, B. Zhang, R. Hornero, M. Lamard, C. Muramatsu, X. Wu, G. Cazuguel, J. You, A. Mayo, Q. Li, Y. Hatanaka, B. Cochener, C. Roux, F. Karray, M. Garcia, H. Fujita and M. Abràmoff, "Retinopathy online challenge: automatic detection of microaneurysms in digital color fundus photographs", IEEE Transactions on Medical Imaging, 2010;29:185-195. Abstract/PDF DOI PMID Cited by ~446
  472. I. Hartmann, R. Wittenberg and C. Schaefer-Prokop, "Imaging of acute pulmonary embolism using multi-detector CT angiography: an update on imaging technique and interpretation", European Journal of Radiology, 2010;74:40-49. Abstract/PDF DOI PMID
  473. Y. Arzhaeva, M. Prokop, K. Murphy, E. van Rikxoort, P. de Jong, H. Gietema, M. Viergever and B. van Ginneken, "Automated estimation of progression of interstitial lung disease in CT images", Medical Physics, 2010;37:63-73. Abstract/PDF DOI PMID Cited by ~24
  474. C. Schaefer-Prokop, "Conventional and CT diagnostics of bronchial carcinoma", Radiologe, 2010;50:675-683. Abstract/PDF DOI PMID
  475. R. Manniesing, M. Schaap, S. Rozie, R. Hameeteman, D. Vukadinovic, A. van der Lugt and W. Niessen, "Robust CTA lumen segmentation of the atherosclerotic carotid artery bifurcation in a large patient population", Medical Image Analysis, 2010;14:759-769. Abstract/PDF DOI PMID Cited by ~40
  476. P. Jacobs, M. Prokop, Y. van der Graaf, M. Gondrie, K. Janssen, H. de Koning, I. Išgum, R. van Klaveren, M. Oudkerk, B. van Ginneken and W. Mali, "Comparing coronary artery calcium and thoracic aorta calcium for prediction of all-cause mortality and cardiovascular events on low-dose non-gated computed tomography in a high-risk population of heavy smokers", Atherosclerosis, 2010;209:455-462. Abstract/PDF DOI PMID Cited by ~116
  477. D. de Boo, M. Prokop, M. Uffmann, B. van Ginneken and C. Schaefer-Prokop, "Computer-aided detection (CAD) of lung nodules and small tumours on chest radiographs", European Journal of Radiology, 2009;72:218-225. Abstract/PDF DOI PMID Cited by ~38
  478. N. Karssemeijer, A. Bluekens, D. Beijerinck, J. Deurenberg, M. Beekman, R. Visser, R. van Engen, A. Bartels-Kortland and M. Broeders, "Breast cancer screening results 5 years after introduction of digital mammography in a population-based screening program", Radiology, 2009;253:353-358. Abstract/PDF DOI PMID Cited by ~141
  479. M. Adriaensen, C. Schaefer-Prokop, D. Duyndam, B. Zonnenberg and M. Prokop, "Fatty foci in the myocardium in patients with tuberous sclerosis complex: common finding at CT", Radiology, 2009;253:359-363. Abstract/PDF DOI PMID Cited by ~33
  480. C. van Niekerk, J. van der Laak, M. Börger, H. Huisman, J. Witjes, J. Barentsz and C. de Hulsbergen-van Kaa, "Computerized whole slide quantification shows increased microvascular density in pT2 prostate cancer as compared to normal prostate tissue", Prostate, 2009;69:62-69. Abstract/PDF DOI PMID Cited by ~40
  481. I. Išgum, M. Staring, A. Rutten, M. Prokop, M. Viergever and B. van Ginneken, "Multi-Atlas-Based Segmentation With Local Decision Fusion - Application to Cardiac and Aortic Segmentation in CT Scans", IEEE Transactions on Medical Imaging, 2009;28:1000-1010. Abstract/PDF DOI PMID Cited by ~390
  482. Y. Arzhaeva, D. Tax and B. van Ginneken, "Dissimilarity-based classification in the absence of local ground truth: application to the diagnostic interpretation of chest radiographs", Pattern Recognition, 2009;42:1768-1776. Abstract/PDF DOI Cited by ~29
  483. T. Heimann, B. van Ginneken, M. Styner, Y. Arzhaeva, V. Aurich, C. Bauer, A. Beck, C. Becker, R. Beichel, G. Bekes, F. Bello, G. Binnig, H. Bischof, A. Bornik, P. Cashman, Y. Chi, A. Cordova, B. Dawant, M. Fidrich, J. Furst, D. Furukawa, L. Grenacher, J. Hornegger, D. Kainmuller, R. Kitney, H. Kobatake, H. Lamecker, T. Lange, J. Lee, B. Lennon, R. Li, S. Li, H. Meinzer, G. Nemeth, D. Raicu, A. Rau, E. van Rikxoort, M. Rousson, L. Rusko, K. Saddi, G. Schmidt, D. Seghers, A. Shimizu, P. Slagmolen, E. Sorantin, G. Soza, R. Susomboon, J. Waite, A. Wimmer and I. Wolf, "Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets", IEEE Transactions on Medical Imaging, 2009;28:1251-1265. Abstract/PDF DOI PMID Cited by ~813
  484. A. Mendrik, E. Vonken, A. Rutten, M. Viergever and B. van Ginneken, "Noise reduction in computed tomography scans using 3-d anisotropic hybrid diffusion with continuous switch", IEEE Transactions on Medical Imaging, 2009;28:1585-1594. Abstract/PDF DOI PMID Cited by ~104
  485. M. Velikova, M. Samulski, P. Lucas and N. Karssemeijer, "Improved mammographic CAD performance using multi-view information: a Bayesian network framework", Physics in Medicine and Biology, 2009;54:1131-1147. Abstract/PDF DOI PMID Cited by ~62
  486. B. van Ginneken, L. Hogeweg and M. Prokop, "Computer-aided diagnosis in chest radiography: beyond nodules", European Journal of Radiology, 2009;72:226-230. Abstract/PDF DOI PMID Cited by ~85
  487. D. Mook-Kanamori, S. Holzhauer, L. Hollestein, B. Durmus, R. Manniesing, M. Koek, G. Boehm, E. van der Beek, A. Hofman, J. Witteman, M. Lequin and V. Jaddoe, "Abdominal fat in children measured by ultrasound and computed tomography", Ultrasound in Medicine and Biology, 2009;35:1938-1946. Abstract/PDF DOI PMID Cited by ~64
  488. C. Schaefer-Prokop, D. Boo, M. Uffmann and M. Prokop, "DR and CR: Recent advances in technology", European Journal of Radiology, 2009;72:194-201. Abstract/PDF DOI PMID Cited by ~57
  489. M. Adriaensen, C. Schaefer-Prokop, T. Stijnen, D. Duyndam, B. Zonnenberg and M. Prokop, "Prevalence of subependymal giant cell tumors in patients with tuberous sclerosis and a review of the literature", European Journal of Neurology, 2009;16:691-696. Abstract/PDF DOI PMID Cited by ~155
  490. M. García, C. Sánchez, M. López, D. Abásolo and R. Hornero, "Neural network based detection of hard exudates in retinal images", Computer Methods and Programs in Biomedicine, 2009;93:9-19. Abstract/PDF DOI PMID Cited by ~193
  491. M. Niemeijer, M. Abràmoff and B. van Ginneken, "Information fusion for diabetic retinopathy CAD in digital color fundus photographs", IEEE Transactions on Medical Imaging, 2009;28:775-785. Abstract/PDF DOI PMID Cited by ~124
  492. C. Sánchez, M. García, A. Mayo, M. López and R. Hornero, "Retinal image analysis based on mixture models to detect hard exudates", Medical Image Analysis, 2009;13:650-658. Abstract/PDF DOI PMID Cited by ~206
  493. B. de Hoop, H. Gietema, B. van Ginneken, P. Zanen, G. Groenewegen and M. Prokop, "A comparison of six software packages for evaluation of solid lung nodules using semi-automated volumetry: what is the minimum increase in size to detect growth in repeated CT examinations", European Radiology, 2009;19:800-808. Abstract/PDF DOI PMID Cited by ~135
  494. M. Niemeijer, M. Abràmoff and B. van Ginneken, "Fast detection of the optic disc and fovea in color fundus photographs", Medical Image Analysis, 2009;13:859-870. Abstract/PDF DOI PMID Cited by ~247
  495. M. Nillesen, R. Lopata, W. de Boode, I. Gerrits, H. Huisman, J. Thijssen, L. Kapusta and C. de Korte, "In vivo validation of cardiac output assessment in non-standard 3D echocardiographic images", Physics in Medicine and Biology, 2009;54:1951-1962. Abstract/PDF DOI PMID Cited by ~9
  496. E. van Rikxoort, B. de Hoop, M. Viergever, M. Prokop and B. van Ginneken, "Automatic lung segmentation from thoracic computed tomography scans using a hybrid approach with error detection", Medical Physics, 2009;36:2934-2947. Abstract/PDF DOI PMID Cited by ~244
  497. M. Uffmann and C. Schaefer-Prokop, "Digital radiography: the balance between image quality and required radiation dose", European Journal of Radiology, 2009;72:202-208. Abstract DOI PMID
  498. C. Hoeks, J. Fütterer, D. Somford, I. van Oort, H. Huisman and J. Barentsz, "Multiparametric MRI for prostate cancer screening", Nederlands Tijdschrift voor Geneeskunde, 2009;153:B487. Abstract/PDF PMID
  499. R. Hupse and N. Karssemeijer, "Use of normal tissue context in computer-aided detection of masses in mammograms", IEEE Transactions on Medical Imaging, 2009;28:2033-2041. Abstract/PDF DOI PMID Cited by ~49
  500. K. Murphy, B. van Ginneken, A. Schilham, B. de Hoop, H. Gietema and M. Prokop, "A Large Scale Evaluation of Automatic Pulmonary Nodule Detection in Chest CT using Local Image Features and k-Nearest-Neighbour Classification", Medical Image Analysis, 2009;13:757-770. Abstract/PDF DOI PMID Cited by ~275
  501. M. García, C. Sánchez, J. Poza, M. López and R. Hornero, "Detection of hard exudates in retinal images using a radial basis function classifier", Annals of Biomedical Engineering, 2009;37:1448-1463. Abstract/PDF DOI PMID Cited by ~67
  502. X. Artaechevarria, D. Pérez-Martin, M. Ceresa, G. de Biurrun, D. Blanco, L. Montuenga, B. van Ginneken, C. Ortiz-de-Solórzano and A. Muñoz-Barrutia, "Airway segmentation and analysis for the study of mouse models of lung disease using micro-CT", Physics in Medicine and Biology, 2009;54:7009-7024. Abstract/PDF DOI PMID Cited by ~38
  503. M. Staring, J. Pluim, B. de Hoop, S. Klein, B. van Ginneken, H. Gietema, G. Nossent, C. Schaefer-Prokop, S. van de Vorst and M. Prokop, "Image Subtraction Facilitates Assessment of Volume and Density Change in Ground-Glass Opacities in Chest CT", Investigative Radiology, 2009;44:61-66. Abstract/PDF DOI PMID Cited by ~17
  504. E. Rollano-Hijarrubia, R. Manniesing and W. Niessen, "Selective deblurring for improved calcification visualization and quantification in carotid CT angiography: validation using micro-CT", IEEE Transactions on Medical Imaging, 2009;28:446-453. Abstract/PDF DOI PMID Cited by ~20
  505. C. Schaefer-Prokop and M. Uffmann, "Update on digital radiography", European Journal of Radiology, 2009;72:193. Abstract DOI PMID
  506. E. van Rikxoort, B. de Hoop, S. van de Vorst, M. Prokop and B. van Ginneken, "Automatic segmentation of pulmonary segments from volumetric chest CT scans", IEEE Transactions on Medical Imaging, 2009;28:621-630. Abstract/PDF DOI PMID Cited by ~116
  507. J. Iglesias and N. Karssemeijer, "Robust initial detection of landmarks in film-screen mammograms using multiple FFDM atlases", IEEE Transactions on Medical Imaging, 2009;28:1815-1824. Abstract/PDF DOI PMID Cited by ~33
  508. M. Kallenberg and N. Karssemeijer, "Computer-aided detection of masses in full-field digital mammography using screen-film mammograms for training", Physics in Medicine and Biology, 2008;53:6879-6891. Abstract/PDF DOI PMID Cited by ~20
  509. M. Uffmann, C. Schaefer-Prokop and U. Neitzel, "[Balance of required dose and image quality in digital radiography]", Radiologe, 2008;48:249-257. Abstract DOI PMID
  510. T. Hambrock, J. Fütterer, H. Huisman, C. de Hulsbergen-van Kaa, J. van Basten, I. van Oort, J. Witjes and J. Barentsz, "Thirty-two-channel coil 3T magnetic resonance-guided biopsies of prostate tumor suspicious regions identified on multimodality 3T magnetic resonance imaging: technique and feasibility", Investigative Radiology, 2008;43:686-694. Abstract/PDF DOI PMID Cited by ~126
  511. J. Poza, R. Hornero, J. Escudero, A. Fernández and C. Sánchez, "Regional analysis of spontaneous MEG rhythms in patients with Alzheimer's disease using spectral entropies", Annals of Biomedical Engineering, 2008;36:141-152. Abstract/PDF DOI PMID Cited by ~56
  512. C. Sánchez, R. Hornero, M. López, M. Aboy, J. Poza and D. Abásolo, "A novel automatic image processing algorithm for detection of hard exudates based on retinal image analysis", Medical Engineering and Physics, 2008;30:350-357. Abstract/PDF DOI PMID Cited by ~173
  513. M. Abràmoff, M. Niemeijer, M. Suttorp-Schulten, M. Viergever, S. Russell and B. van Ginneken, "Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes", Diabetes Care, 2008;31:193-198. Abstract/PDF DOI PMID Cited by ~287
  514. C. Schaefer-Prokop and M. Prokop, "CTPA for the diagnosis of acute pulmonary embolism during pregnancy", European Radiology, 2008;18:2705-2708. Abstract/PDF DOI PMID Cited by ~69
  515. B. Stoel, D. Parr, E. Bakker, H. Putter, J. Stolk, H. Gietema, A. Schilham, B. van Ginneken, R. van Klaveren, J. Lammers and M. Prokop, "Can the extent of low-attenuation areas on CT scans really demonstrate changes in the severity of emphysema?", Radiology, 2008;247:293-4; author reply 294. Abstract/PDF DOI PMID Cited by ~11
  516. A. Eilertsen, N. Karssemeijer, P. Skaane, E. Qvigstad and P. Sandset, "Differential impact of conventional and low-dose oral hormone therapy, tibolone and raloxifene on mammographic breast density, assessed by an automated quantitative method", British Journal of Obstetrics and Gynaecology, 2008;115:773-779. Abstract/PDF DOI PMID Cited by ~37
  517. B. van Ginneken, "Computer-Aided Diagnosis in Thoracic Computed Tomography", Imaging Decisions MRI, 2008;12:11-22. Abstract/PDF DOI Cited by ~14
  518. J. Veltman, M. Stoutjesdijk, R. Mann, H. Huisman, J. Barentsz, J. Blickman and C. Boetes, "Contrast-enhanced magnetic resonance imaging of the breast: the value of pharmacokinetic parameters derived from fast dynamic imaging during initial enhancement in classifying lesions", European Radiology, 2008;18:1123-1133. Abstract/PDF DOI PMID Cited by ~70
  519. C. Schaefer-Prokop, U. Neitzel, H. Venema, M. Uffmann and M. Prokop, "Digital chest radiography: an update on modern technology, dose containment and control of image quality", European Radiology, 2008;18:1818-30. Abstract/PDF DOI PMID Cited by ~176
  520. B. Lelieveldt and N. Karssemeijer, "Information Processing In Medical Imaging 2007", Medical Image Analysis, 2008;12:729-730. Abstract/PDF DOI PMID Cited by ~1
  521. R. Manniesing, M. Viergever, A. van der Lugt and W. Niessen, "Cerebral arteries: fully automated segmentation from CT angiography--a feasibility study", Radiology, 2008;247:841-846. Abstract/PDF DOI PMID Cited by ~18
  522. E. van Rikxoort, B. van Ginneken, M. Klik and M. Prokop, "Supervised enhancement filters: application to fissure detection in chest CT scans", IEEE Transactions on Medical Imaging, 2008;27:1-10. Abstract/PDF DOI PMID Cited by ~95
  523. S. Armato and B. van Ginneken, "Anniversary paper: image processing and manipulation through the pages of Medical Physics", Medical Physics, 2008;35:4488-4500. Abstract/PDF DOI PMID Cited by ~10
  524. P. Koopmans, R. Manniesing, W. Niessen, M. Viergever and M. Barth, "MR venography of the human brain using susceptibility weighted imaging at very high field strength", Magnetic Resonance Materials in Physics, Biology and Medicine, 2008;21:149-158. Abstract/PDF DOI PMID Cited by ~122
  525. P. Vos, T. Hambrock, C. de Kaa, J. Fütterer, J. Barentsz and H. Huisman, "Computerized analysis of prostate lesions in the peripheral zone using dynamic contrast enhanced MRI", Medical Physics, 2008;35:888-899. Abstract/PDF DOI PMID Cited by ~103
  526. M. Stoutjesdijk, J. Veltman, H. Huisman, N. Karssemeijer, J. Barentsz, J. Blickman and C. Boetes, "Automated analysis of contrast enhancement in breast MRI lesions using mean shift clustering for ROI selection", Journal of Magnetic Resonance Imaging, 2007;26:606-614. Abstract/PDF DOI PMID Cited by ~41
  527. Y. Arzhaeva, M. Prokop, D. Tax, P. de Jong, C. Schaefer-Prokop and B. van Ginneken, "Computer-aided detection of interstitial abnormalities in chest radiographs using a reference standard based on computed tomography", Medical Physics, 2007;34:4798-4809. Abstract/PDF DOI PMID Cited by ~42
  528. W. Vogel, J. van Dalen, B. Wiering, H. Huisman, F. Corstens, T. Ruers and W. Oyen, "Evaluation of image registration in PET/CT of the liver and recommendations for optimized imaging", Journal of Nuclear Medicine, 2007;48:910-919. Abstract/PDF DOI PMID Cited by ~43
  529. M. Niemeijer, M. Abràmoff and B. van Ginneken, "Segmentation of the optic disc, macula and vascular arch in fundus photographs", IEEE Transactions on Medical Imaging, 2007;26:116-127. Abstract/PDF DOI PMID Cited by ~247
  530. I. Išgum, A. Rutten, M. Prokop and B. van Ginneken, "Detection of coronary calcifications from computed tomography scans for automated risk assessment of coronary artery disease", Medical Physics, 2007;34:1450-1461. Abstract/PDF DOI PMID Cited by ~89
  531. M. Nillesen, R. Lopata, I. Gerrits, L. Kapusta, H. Huisman, J. Thijssen and C. de Korte, "Segmentation of the heart muscle in 3-D pediatric echocardiographic images", Ultrasound in Medicine and Biology, 2007;33:1453-1462. Abstract/PDF DOI PMID Cited by ~41
  532. S. van Engeland and N. Karssemeijer, "Combining two mammographic projections in a computer aided mass detection method", Medical Physics, 2007;34:898-905. Abstract/PDF DOI PMID Cited by ~73
  533. A. Roelofs, N. Karssemeijer, N. Wedekind, C. Beck, S. van Woudenberg, P. Snoeren, J. Hendriks, M. del Turco, N. Bjurstam, H. Junkermann, D. Beijerinck, B. Séradour and C. Evertsz, "Importance of comparison of current and prior mammograms in breast cancer screening", Radiology, 2007;242:70-77. Abstract/PDF DOI PMID Cited by ~67
  534. P. Snoeren and N. Karssemeijer, "Gray-scale and geometric registration of full-field digital and film-screen mammograms", Medical Image Analysis, 2007;11:146-156. Abstract/PDF DOI PMID Cited by ~11
  535. J. Staal, B. van Ginneken and M. Viergever, "Automatic rib segmentation and labeling in computed tomography scans using a general framework for detection, recognition and segmentation of objects in volumetric data", Medical Image Analysis, 2007;11:35-46. Abstract/PDF DOI PMID Cited by ~72
  536. J. van Dalen, A. Hoffmann, V. Dicken, W. Vogel, B. Wiering, T. Ruers, N. Karssemeijer and W. Oyen, "A novel iterative method for lesion delineation and volumetric quantification with FDG PET", Nuclear Medicine Communications, 2007;28:485-493. Abstract/PDF DOI PMID Cited by ~122
  537. A. Bankier, C. Schaefer-Prokop, V. Maertelaer, D. Tack, P. Jaksch, W. Klepetko and P. Gevenois, "Air trapping: comparison of standard-dose and simulated low-dose thin-section CT techniques", Radiology, 2007;242:898-906. Abstract/PDF PMID
  538. J. Fütterer, T. Scheenen, S. Heijmink, H. Huisman, C. de Kaa, J. Witjes, A. Heerschap and J. Barentsz, "Standardized threshold approach using three-dimensional proton magnetic resonance spectroscopic imaging in prostate cancer localization of the entire prostate", Investigative Radiology, 2007;42:116-122. Abstract/PDF DOI PMID Cited by ~86
  539. P. Peloschek, J. Sailer, M. Weber, C. Herold, M. Prokop and C. Schaefer-Prokop, "Pulmonary nodules: sensitivity of maximum intensity projection versus that of volume rendering of 3D multidetector CT data", Radiology, 2007;243:561-569. Abstract/PDF PMID Cited by ~71
  540. M. Niemeijer, B. van Ginneken, S. Russel, M. Suttorp-Schulten and M. Abràmoff, "Automated detection and differentiation of drusen, exudates, and cotton-wool spots in digital color fundus photographs for diabetic retinopathy diagnosis", Investigative Ophthalmology and Visual Science, 2007;48:2260-2267. Abstract/PDF DOI PMID Cited by ~388
  541. S. Heijmink, J. Fütterer, T. Hambrock, S. Takahashi, T. Scheenen, H. Huisman, C. de Hulsbergen-Van Kaa, B. Knipscheer, L. Kiemeney, J. Witjes and J. Barentsz, "Prostate cancer: body-array versus endorectal coil MR imaging at 3 T--comparison of image quality, localization, and staging performance", Radiology, 2007;244:184-195. Abstract/PDF DOI PMID Cited by ~354
  542. H. Gietema, A. Schilham, B. van Ginneken, R. van Klaveren, J. Lammers and M. Prokop, "Monitoring of smoking-induced emphysema with CT in a lung cancer screening setting: detection of real increase in extent of emphysema", Radiology, 2007;244:890-897. Abstract/PDF DOI PMID Cited by ~67
  543. R. Manniesing, M. Viergever and W. Niessen, "Vessel axis tracking using topology constrained surface evolution", IEEE Transactions on Medical Imaging, 2007;26:309-316. Abstract/PDF DOI PMID Cited by ~101
  544. S. Timp, C. Varela and N. Karssemeijer, "Temporal change analysis for characterization of mass lesions in mammography", IEEE Transactions on Medical Imaging, 2007;26:945-953. Abstract/PDF DOI PMID Cited by ~90
  545. A. Schilham, B. van Ginneken, H. Gietema and M. Prokop, "Local noise weighted filtering for emphysema scoring of low-dose CT images", IEEE Transactions on Medical Imaging, 2006;25:451-463. Abstract/PDF DOI PMID Cited by ~89
  546. J. Fütterer, S. Heijmink, T. Scheenen, J. Veltman, H. Huisman, P. Vos, C. Hulsbergen-van de Kaa, J. Witjes, P. Krabbe, A. Heerschap and J. Barentsz, "Prostate cancer localization with dynamic contrast-enhanced MR imaging and proton MR spectroscopic imaging", Radiology, 2006;241:449-458. Abstract/PDF DOI PMID Cited by ~603
  547. R. Manniesing, B. Velthuis, M. van Leeuwen, I. van der Schaaf, P. van Laar and W. Niessen, "Level set based cerebral vasculature segmentation and diameter quantification in CT angiography", Medical Image Analysis, 2006;10:200-214. Abstract/PDF DOI PMID Cited by ~152
  548. S. Selvan, C. Xavier, N. Karssemeijer, J. Sequeira, R. Cherian and B. Dhala, "Parameter estimation in stochastic mammogram model by heuristic optimization techniques", IEEE Transactions on Information Technology in Biomedicine, 2006;10:685-695. Abstract/PDF DOI PMID Cited by ~31
  549. S. Timp and N. Karssemeijer, "Interval change analysis to improve computer aided detection in mammography", Medical Image Analysis, 2006;10:82-95. Abstract/PDF DOI PMID Cited by ~59
  550. S. van Engeland, S. Timp and N. Karssemeijer, "Finding corresponding regions of interest in mediolateral oblique and craniocaudal mammographic views", Medical Physics, 2006;33:3203-3212. Abstract/PDF DOI PMID Cited by ~53
  551. J. Reinhardt, B. van Ginneken and M. Sonka, "Special Issue on Pulmonary Imaging", IEEE Transactions on Medical Imaging, 2006;25:381-384. Abstract/PDF DOI Cited by ~1
  552. M. Loog, B. van Ginneken and A. Schilham, "Filter learning: application to suppression of bony structures from chest radiographs", Medical Image Analysis, 2006;10:826-840. Abstract/PDF DOI PMID Cited by ~62
  553. B. van Ginneken, M. Stegmann and M. Loog, "Segmentation of anatomical structures in chest radiographs using supervised methods: a comparative study on a public database", Medical Image Analysis, 2006;10:19-40. Abstract/PDF DOI PMID Cited by ~410
  554. I. Sluimer, A. Schilham, M. Prokop and B. van Ginneken, "Computer analysis of computed tomography scans of the lung: a survey", IEEE Transactions on Medical Imaging, 2006;25:385-405. Abstract/PDF DOI PMID Cited by ~621
  555. A. Roelofs, S. van Woudenberg, J. Otten, J. Hendriks, A. Bödicker, C. Evertsz and N. Karssemeijer, "Effect of soft-copy display supported by CAD on mammography screening performance", European Radiology, 2006;16:45-52. Abstract/PDF DOI PMID Cited by ~18
  556. A. Schilham, B. van Ginneken and M. Loog, "A computer-aided diagnosis system for detection of lung nodules in chest radiographs with an evaluation on a public database", Medical Image Analysis, 2006;10:247-258. Abstract/PDF DOI PMID Cited by ~167
  557. R. Manniesing, M. Viergever and W. Niessen, "Vessel enhancing diffusion: a scale space representation of vessel structures", Medical Image Analysis, 2006;10:815-825. Abstract/PDF DOI PMID Cited by ~285
  558. M. Loog and B. van Ginneken, "Segmentation of the posterior ribs in chest radiographs using iterated contextual pixel classification", IEEE Transactions on Medical Imaging, 2006;25:602-11. Abstract/PDF DOI PMID Cited by ~103
  559. C. Varela, S. Timp and N. Karssemeijer, "Use of border information in the classification of mammographic masses", Physics in Medicine and Biology, 2006;51:425-441. Abstract/PDF DOI PMID Cited by ~103
  560. M. Niemeijer, M. Abràmoff and B. van Ginneken, "Image structure clustering for image quality verification of color retina images in diabetic retinopathy screening", Medical Image Analysis, 2006;10:888-898. Abstract/PDF DOI PMID Cited by ~144
  561. E. van Lin, J. Fütterer, S. Heijmink, L. van der Vight, A. Hoffmann, P. van Kollenburg, H. Huisman, T. Scheenen, J. Witjes, J. Leer, J. Barentsz and A. Visser, "IMRT boost dose planning on dominant intraprostatic lesions: gold marker-based three-dimensional fusion of CT with dynamic contrast-enhanced and 1H-spectroscopic MRI", International Journal of Radiation Oncology, Biology, Physics, 2006;65:291-303. Abstract/PDF DOI PMID Cited by ~195
  562. R. Hornero, D. Abásolo, N. Jimeno, C. Sánchez, J. Poza and M. Aboy, "Variability, regularity, and complexity of time series generated by schizophrenic patients and control subjects", IEEE Transactions on Biomedical Engineering, 2006;53:210-218. Abstract/PDF DOI PMID Cited by ~83
  563. S. van Engeland, P. Snoeren, H. Huisman, C. Boetes and N. Karssemeijer, "Volumetric breast density estimation from full-field digital mammograms", IEEE Transactions on Medical Imaging, 2006;25:273-282. Abstract/PDF DOI PMID Cited by ~250
  564. I. Sluimer, M. Prokop, I. Hartmann and B. van Ginneken, "Automated classification of hyperlucency, fibrosis, ground glass, solid and focal lesions in high resolution CT of the lung", Medical Physics, 2006;33:2610-2620. Abstract/PDF DOI PMID Cited by ~79
  565. N. Karssemeijer, J. Otten, H. Rijken and R. Holland, "Computer aided detection of masses in mammograms as decision support", British Journal of Radiology, 2006;79 Spec No 2:S123-S126. Abstract/PDF DOI PMID Cited by ~30
  566. H. Huisman, J. Fütterer, E. van Lin, A. Welmers, T. Scheenen, J. van Dalen, A. Visser, J. Witjes and J. Barentsz, "Prostate cancer: precision of integrating functional MR imaging with radiation therapy treatment by using fiducial gold markers", Radiology, 2005;236:311-317. Abstract/PDF DOI PMID Cited by ~69
  567. E. van Lin, L. van der Vight, J. Witjes, H. Huisman, J. Leer and A. Visser, "The effect of an endorectal balloon and off-line correction on the interfraction systematic and random prostate position variations: a comparative study", International Journal of Radiation Oncology, Biology, Physics, 2005;61:278-288. Abstract/PDF DOI PMID Cited by ~108
  568. J. Otten, N. Karssemeijer, J. Hendriks, J. Groenewoud, J. Fracheboud, A. Verbeek, H. de Koning and R. Holland, "Effect of recall rate on earlier screen detection of breast cancers based on the Dutch performance indicators", Journal of the National Cancer Institute, 2005;97:748-754. Abstract/PDF DOI PMID Cited by ~115
  569. M. Loog, B. van Ginneken and R. Duin, "Dimensionality reduction of image features using the canonical contextual correlation projection", Pattern Recognition, 2005;38:2409-2418. Abstract/PDF DOI Cited by ~23
  570. I. Sluimer, M. Prokop and B. van Ginneken, "Toward automated segmentation of the pathological lung in CT", IEEE Transactions on Medical Imaging, 2005;24:1025-1038. Abstract/PDF DOI PMID Cited by ~320
  571. M. Memarsadeghi, G. Heinz-Peer, T. Helbich, C. Schaefer-Prokop, G. Kramer, M. Scharitzer and M. Prokop, "Unenhanced multi-detector row CT in patients suspected of having urinary stone disease: effect of section width on diagnosis", Radiology, 2005;235:530-536. Abstract/PDF DOI PMID Cited by ~92
  572. M. Uffmann, U. Neitzel, M. Prokop, N. Kabalan, M. Weber, C. Herold and C. Schaefer-Prokop, "Flat-panel-detector chest radiography: effect of tube voltage on image quality", Radiology, 2005;235:642-650. Abstract DOI PMID Cited by ~68
  573. E. Oschatz, M. Prokop, M. Scharitzer, M. Weber, C. Balassy and C. Schaefer-Prokop, "Comparison of liquid crystal versus cathode ray tube display for the detection of simulated chest lesions", European Radiology, 2005;15:1472-6. Abstract/PDF Cited by ~32
  574. M. Niemeijer, B. van Ginneken, J. Staal, M. Suttorp-Schulten and M. Abràmoff, "Automatic Detection of Red Lesions in Digital Color Fundus Photographs", IEEE Transactions on Medical Imaging, 2005;24:584-592. Abstract/PDF DOI PMID Cited by ~586
  575. S. Timp, S. van Engeland and N. Karssemeijer, "A regional registration method to find corresponding mass lesions in temporal mammogram pairs", Medical Physics, 2005;32:2629-2638. Abstract/PDF DOI PMID Cited by ~31
  576. M. Uffmann, M. Prokop, W. Kupper, T. Mang, V. Fiedler and C. Schaefer-Prokop, "Soft-copy reading of digital chest radiographs: effect of ambient light and automatic optimization of monitor luminance", Investigative Radiology, 2005;40:180-185. Abstract/PDF PMID Cited by ~40
  577. J. Fütterer, M. Engelbrecht, H. Huisman, G. Jager, C. de Hulsbergen-van Kaa, J. Witjes and J. Barentsz, "Staging prostate cancer with dynamic contrast-enhanced endorectal MR imaging prior to radical prostatectomy: experienced versus less experienced readers", Radiology, 2005;237:541-549. Abstract/PDF DOI PMID Cited by ~253
  578. D. Abásolo, R. Hornero, P. Espino, J. Poza, C. Sánchez and R. de la Rosa, "Analysis of regularity in the EEG background activity of Alzheimer's disease patients with Approximate Entropy", Clinical Neurophysiology, 2005;116:1826-1834. Abstract/PDF DOI PMID Cited by ~233
  579. C. Varela, N. Karssemeijer, J. Hendriks and R. Holland, "Use of prior mammograms in the classification of benign and malignant masses", European Journal of Radiology, 2005;56:248-255. Abstract/PDF DOI PMID Cited by ~46
  580. M. Uffmann, M. Prokop, E. Eisenhuber, M. Fuchsjäger, M. Weber and C. Schaefer-Prokop, "Computed radiography and direct radiography: influence of acquisition dose on the detection of simulated lung lesions", Investigative Radiology, 2005;40:249-256. Abstract PMID Cited by ~25
  581. W. Vogel, J. van Dalen, H. Huisman, W. Oyen and N. Karssemeijer, "Sliced alternating DICOM series: convenient visualisation of image fusion on PACS", European Journal of Nuclear Medicine and Molecular Imaging, 2005;32:247-248. Abstract/PDF DOI PMID Cited by ~5
  582. C. Balassy, M. Prokop, M. Weber, J. Sailer, C. Herold and C. Schaefer-Prokop, "Flat-panel display (LCD) versus high-resolution gray-scale display (CRT) for chest radiography: an observer preference study", American Journal of Roentgenology, 2005;184:752-756. Abstract/PDF PMID Cited by ~48
  583. C. Schaefer-Prokop and M. Prokop, "MDCT for the diagnosis of acute pulmonary embolism", European Radiology, 2005;15 Suppl 4:D37-D41. Abstract PMID Cited by ~39
  584. I. Išgum, B. van Ginneken and M. Olree, "Automatic detection of calcifications in the aorta from CT scans of the abdomen: 3D computer-aided diagnosis", Academic Radiology, 2004;11:247-257. Abstract/PDF DOI PMID Cited by ~46
  585. J. Sailer, M. Prokop, U. Neitzel, M. Weber, P. Peloschek and C. Schaefer-Prokop, "Comparison of an automatic versus a semiautomatic mode for gray-scale adaptation for digital chest radiography", Investigative Radiology, 2004;39:325-33. Abstract/PDF Cited by ~3
  586. J. Staal, M. Abràmoff, M. Niemeijer, M. Viergever and B. van Ginneken, "Ridge Based Vessel Segmentation in Color Images of the Retina", IEEE Transactions on Medical Imaging, 2004;23:501-509. Abstract/PDF DOI PMID Cited by ~2720
  587. K. McLoughlin, P. Bones and N. Karssemeijer, "Noise equalization for detection of microcalcification clusters in direct digital mammogram images", IEEE Transactions on Medical Imaging, 2004;23:313-320. Abstract/PDF DOI PMID Cited by ~106
  588. M. Uffmann and C. Schaefer-Prokop, "[Radiological diagnostics of Hodgkin- and non-Hodgkin lymphomas of the thorax]", Radiologe, 2004;44:444-456. Abstract DOI PMID
  589. P. Snoeren and N. Karssemeijer, "Thickness correction of mammographic images by means of a global parameter model of the compressed breast", IEEE Transactions on Medical Imaging, 2004;23:799-806. Abstract/PDF DOI PMID Cited by ~51
  590. R. Manniesing, R. Kleihorst, A. van der Avoird and E. Hendriks, "Power analysis of a general convolution algorithm mapped on a linear processor array", Journal of {VLSI} Signal Processing Systems, 2004;37:5-19. Abstract/PDF DOI Cited by ~7
  591. M. de Bruijne, B. van Ginneken, M. Viergever and W. Niessen, "Interactive segmentation of abdominal aortic aneurysms in CTA images", Medical Image Analysis, 2004;8:127-138. Abstract/PDF DOI PMID Cited by ~127
  592. J. Fütterer, T. Scheenen, H. Huisman, D. Klomp, F. van Dorsten, C. de Hulsbergen-van Kaa, J. Witjes, A. Heerschap and J. Barentsz, "Initial experience of 3 tesla endorectal coil magnetic resonance imaging and 1H-spectroscopic imaging of the prostate", Investigative Radiology, 2004;39:671-680. Abstract/PDF PMID Cited by ~176
  593. J. van Dalen, W. Vogel, H. Huisman, W. Oyen, G. Jager and N. Karssemeijer, "Accuracy of rigid CT-FDG-PET image registration of the liver", Physics in Medicine and Biology, 2004;49:5393-5405. Abstract/PDF DOI PMID Cited by ~24
  594. T. Veninga, H. Huisman, R. van der Maazen and H. Huizenga, "Clinical validation of the normalized mutual information method for registration of CT and MR images in radiotherapy of brain tumors", Journal of Applied Clinical Medical Physics, 2004;5:66-79. Abstract/PDF PMID Cited by ~53
  595. M. Uffmann, C. Schaefer-Prokop, U. Neitzel, M. Weber, C. Herold and M. Prokop, "Skeletal applications for flat-panel versus storage-phosphor radiography: effect of exposure on detection of low-contrast details", Radiology, 2004;231:506-514. Abstract DOI PMID Cited by ~33
  596. S. Timp and N. Karssemeijer, "A new 2D segmentation method based on dynamic programming applied to computer aided detection in mammography", Medical Physics, 2004;31:958-971. Abstract/PDF DOI PMID Cited by ~220
  597. C. Schaefer-Prokop, M. Uffmann, J. Sailer, N. Kabalan, C. Herold and M. Prokop, "[Digital thorax radiography: flat-panel detector or storage phosphor plates]", Radiologe, 2003;43:351-361. Abstract DOI PMID Cited by ~7
  598. I. Išgum and B. van Ginneken, "CT segmentation programs extract calcifications", Diagnostic Imaging Europe, 2003;19:11-16. Abstract/PDF Cited by ~1
  599. B. van Ginneken, "Computerized detection of interstitial disease in chest radiographs", Medical Imaging Technology, 2003;21:15-20. Abstract/PDF DOI
  600. E. Eisenhuber, A. Stadler, M. Prokop, M. Fuchsjager, M. Weber and C. Schaefer-Prokop, "Detection of monitoring materials on bedside chest radiographs with the most recent generation of storage phosphor plates: dose increase does not improve detection performance", Radiology, 2003;227:216-221. Abstract/PDF DOI PMID Cited by ~12
  601. M. Prokop, U. Neitzel and C. Schaefer-Prokop, "Principles of image processing in digital chest radiography", Journal of Thoracic Imaging, 2003;18:148-164. Abstract/PDF PMID Cited by ~67
  602. B. van Ginneken and B. ter Romeny, "Multi-scale texture classification from generalized locally orderless images", Pattern Recognition, 2003;36:899-911. Abstract/PDF DOI Cited by ~33
  603. N. Karssemeijer, J. Otten, A. Verbeek, J. Groenewoud, H. de Koning, J. Hendriks and R. Holland, "Computer-aided detection versus independent double reading of masses on mammograms", Radiology, 2003;227:192-200. Abstract/PDF DOI PMID Cited by ~162
  604. S. van Engeland, P. Snoeren, J. Hendriks and N. Karssemeijer, "A comparison of methods for mammogram registration", IEEE Transactions on Medical Imaging, 2003;22:1436-1444. Abstract/PDF DOI PMID Cited by ~101
  605. I. Sluimer, P. van Waes, M. Viergever and B. van Ginneken, "Computer-aided diagnosis in high-resolution CT of the lungs", Medical Physics, 2003;30:3081-3090. Abstract/PDF DOI PMID Cited by ~181
  606. M. Fuchsjäger, C. Schaefer-Prokop, E. Eisenhuber, P. Homolka, M. Weber, M. Funovics and M. Prokop, "Impact of ambient light and window settings on the detectability of catheters on soft-copy display of chest radiographs at bedside", American Journal of Roentgenology, 2003;181:1415-1421. Abstract/PDF Cited by ~32
  607. C. Schaefer-Prokop, M. Uffmann, E. Eisenhuber and M. Prokop, "Digital radiography of the chest: detector techniques and performance parameters", Journal of Thoracic Imaging, 2003;18:124-137. Abstract/PDF PMID Cited by ~48
  608. C. Schaefer-Prokop and J. Klein, "Digital chest radiography", Journal of Thoracic Imaging, 2003;18:123. Abstract/PDF
  609. M. Engelbrecht, H. Huisman, R. Laheij, G. Jager, G. van Leenders, C. de Hulsbergen-van Kaa, J. de la Rosette, J. Blickman and J. Barentsz, "Discrimination of prostate cancer from normal peripheral zone and central gland tissue by using dynamic contrast-enhanced MR imaging", Radiology, 2003;229:248-254. Abstract/PDF DOI PMID Cited by ~461
  610. B. van Ginneken, A. Frangi, J. Staal, B. ter Romeny and M. Viergever, "Active shape model segmentation with optimal features", IEEE Transactions on Medical Imaging, 2002;21:924-933. Abstract/PDF DOI PMID Cited by ~652
  611. B. van Ginneken, S. Katsuragawa, B. ter Haar Romeny, K. Doi and M. Viergever, "Automatic detection of abnormalities in chest radiographs using local texture analysis", IEEE Transactions on Medical Imaging, 2002;21:139-149. Abstract/PDF DOI PMID Cited by ~255
  612. S. Puig, C. Schaefer-Prokop, T. Mang and M. Prokop, "Single- and multi-slice spiral computed tomography of the paediatric kidney", European Journal of Radiology, 2002;43:139-145. Abstract/PDF PMID Cited by ~15
  613. C. Schaefer-Prokop, M. Uffmann and A. Stadler, "[Digital radiography: from storage phosphor plates to direct detector systems]", Wiener Medizinische Wochenschrift Supplementum, 2002:30-34. Abstract PMID
  614. C. Schaefer-Prokop and M. Prokop, "New imaging techniques in the treatment guidelines for lung cancer", European Respiratory Journal Supplement, 2002;35:71s-83s. Abstract/PDF PMID Cited by ~90
  615. C. Engelke, C. Schaefer-Prokop, E. Schirg, J. Freihorst, S. Grubnic and M. Prokop, "High-resolution CT and CT angiography of peripheral pulmonary vascular disorders", Radiographics, 2002;22:739-764. Abstract/PDF PMID Cited by ~84
  616. M. Giger, N. Karssemeijer and S. Armato, "Computer-aided diagnosis in medical imaging", IEEE Transactions on Medical Imaging, 2001;20:1205-1208. Abstract/PDF PMID Cited by ~154
  617. C. Schaefer-Prokop, E. Eisenhuber, M. Fuchsjäger, S. Puig and M. Prokop, "[Current developments in the area of digital thoracic radiography]", Radiologe, 2001;41:230-239. Abstract PMID Cited by ~2
  618. H. Huisman, M. Engelbrecht and J. Barentsz, "Accurate estimation of pharmacokinetic contrast-enhanced dynamic MRI parameters of the prostate", Journal of Magnetic Resonance Imaging, 2001;13:607-614. Abstract/PDF PMID Cited by ~131
  619. E. Boss, L. Massuger, L. Pop, L. Verhoef, H. Huisman, H. Boonstra and J. Barentsz, "Post-radiotherapy contrast enhancement changes in fast dynamic MRI of cervical carcinoma", Journal of Magnetic Resonance Imaging, 2001;13:600-606. Abstract/PDF DOI PMID Cited by ~49
  620. C. Schaefer-Prokop, I. Nöbauer, C. Weidekamm and E. Katz-Papatheophilou, "[Radiological diagnosis of adult respiratory distress syndrome (ARDS)]", Wiener Medizinische Wochenschrift, 2001;151:520-523. Abstract PMID
  621. G. te Brake and N. Karssemeijer, "Segmentation of suspicious densities in digital mammograms", Medical Physics, 2001;28:259-266. Abstract/PDF DOI PMID Cited by ~109
  622. B. van Ginneken, B. ter Haar Romeny and M. Viergever, "Computer-aided diagnosis in chest radiography: a survey", IEEE Transactions on Medical Imaging, 2001;20:1228-1241. Abstract/PDF DOI PMID Cited by ~597
  623. C. Schaefer-Prokop, M. Prokop, D. Fleischmann and C. Herold, "High-resolution CT of diffuse interstitial lung disease: key findings in common disorders", European Radiology, 2001;11:373-392. Abstract/PDF PMID Cited by ~83
  624. W. Veldkamp, N. Karssemeijer, J. Otten and J. Hendriks, "Automated classification of clustered microcalcifications into malignant and benign types", Medical Physics, 2000;27:2600-2608. Abstract/PDF DOI PMID Cited by ~133
  625. B. van Ginneken and B. ter Romeny, "Applications of locally orderless images", Journal of Visual Communication and Image Representation, 2000;11:196-208. Abstract/PDF DOI Cited by ~17
  626. W. Veldkamp and N. Karssemeijer, "Normalization of local contrast in mammograms", IEEE Transactions on Medical Imaging, 2000;19:731-738. Abstract/PDF DOI PMID Cited by ~88
  627. G. te Brake, N. Karssemeijer and J. Hendriks, "An automatic method to discriminate malignant masses from normal tissue in digital mammograms", Physics in Medicine and Biology, 2000;45:2843-2857. Abstract/PDF PMID Cited by ~151
  628. B. van Ginneken and B. ter Romeny, "Automatic segmentation of lung fields in chest radiographs", Medical Physics, 2000;27:2445-2455. Abstract/PDF DOI PMID Cited by ~138
  629. K. Dana, B. van Ginneken, S. Nayar and J. Koenderink, "Reflectance and texture of real world surfaces", ACM Transactions on Graphics, 1999;18:1-34. Abstract/PDF DOI Cited by ~1745
  630. N. Karssemeijer, W. Veldkamp, G. te Brake and J. Hendriks, "[Reading screening mammograms with the help of neural networks]", Nederlands Tijdschrift voor Geneeskunde, 1999;143:2232-2236. Abstract/PDF PMID Cited by ~12
  631. J. Barentsz, M. Engelbrecht, G. Jager, J. Witjes, J. de LaRosette, B. van Der Sanden, H. Huisman and A. Heerschap, "Fast dynamic gadolinium-enhanced MR imaging of urinary bladder and prostate cancer", Journal of Magnetic Resonance Imaging, 1999;10:295-304. Abstract/PDF DOI PMID Cited by ~172
  632. G. te Brake and N. Karssemeijer, "Single and multiscale detection of masses in digital mammograms", IEEE Transactions on Medical Imaging, 1999;18:628-639. Abstract/PDF DOI PMID Cited by ~161
  633. B. van Ginneken, J. Koenderink and K. Dana, "Texture histograms as a function of irradiation and viewing direction", International Journal of Computer Vision, 1999;31:169-184. Abstract/PDF DOI Cited by ~65
  634. C. van Gils, J. Hendriks, R. Holland, N. Karssemeijer, J. Otten, H. Straatman and A. Verbeek, "Changes in mammographic breast density and concomitant changes in breast cancer risk", European Journal of Cancer Prevention, 1999;8:509-515. Abstract/PDF PMID Cited by ~105
  635. C. Schaefer-Prokop, "Chest radiography: potential and limitations", Minerva Anestesiol, 1999;65:10-11. Abstract PMID
  636. B. van Ginneken, M. Stavridi and J. Koenderink, "Diffuse and specular reflectance from rough surfaces", Applied Optics, 1998;37:130-139. Abstract/PDF DOI PMID Cited by ~191
  637. G. te Brake, N. Karssemeijer and J. Hendriks, "Automated detection of breast carcinomas not detected in a screening program", Radiology, 1998;207:465-471. Abstract/PDF PMID Cited by ~106
  638. N. Karssemeijer, "Automated classification of parenchymal patterns in mammograms", Physics in Medicine and Biology, 1998;43:365-378. Abstract/PDF DOI PMID Cited by ~337
  639. H. Huisman, J. Thijssen, D. Wagener and G. Rosenbusch, "Quantitative ultrasonic analysis of liver metastases", Ultrasound in Medicine and Biology, 1998;24:67-77. Abstract/PDF DOI PMID Cited by ~26
  640. H. Huisman and J. Thijssen, "An in vivo ultrasonic model of liver parenchyma", IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, 1998;45:739-750. Abstract/PDF DOI PMID Cited by ~13
  641. H. Huisman and J. Thijssen, "Adaptive texture feature extraction with application to ultrasonic image analysis", Ultrasonic Imaging, 1998;20:132-148. Abstract/PDF DOI PMID Cited by ~26
  642. M. Stavridi, B. van Ginneken and J. Koenderink, "Surface bidirectional reflection distribution function and the texture of bricks and tiles", Applied Optics, 1997;36:3717-3725. Abstract/PDF DOI PMID Cited by ~15
  643. C. Schaefer-Prokop and M. Prokop, "Digital radiography of the chest: comparison of the selenium detector with other imaging systems", Medica Mundi, 1997;41:2-11. Abstract/PDF Cited by ~10
  644. M. Prokop, C. Schaefer-Prokop and M. Galanski, "Spiral CT angiography of the abdomen", Abdominal Imaging, 1997;22:143-153. Abstract PMID Cited by ~48
  645. M. Prokop, H. Shin, A. Schanz and C. Schaefer-Prokop, "Use of maximum intensity projections in CT angiography: a basic review", Radiographics, 1997;17:433-451. Abstract PMID Cited by ~140
  646. C. Schaefer-Prokop and M. Prokop, "Storage phosphor radiography", European Radiology, 1997;7 Suppl 3:S58-S65. Abstract PMID Cited by ~50
  647. N. Karssemeijer and J. Hendriks, "Computer-assisted reading of mammograms", European Radiology, 1997;7:743-748. Abstract/PDF DOI PMID Cited by ~77
  648. M. Prokop and C. Schaefer-Prokop, "Digital image processing", European Radiology, 1997;7:S73-S82. Abstract PMID
  649. M. Prokop, C. Schaefer-Prokop and M. Galanski, "[Spiral CT of the lung. Technique, findings, value]", Radiologe, 1996;36:457-469. Abstract PMID Cited by ~13
  650. J. Barentsz, G. Jager, P. van Vierzen, J. Witjes, S. Strijk, H. Peters, N. Karssemeijer and S. Ruijs, "Staging urinary bladder cancer after transurethral biopsy: value of fast dynamic contrast-enhanced MR imaging", Radiology, 1996;201:185-193. Abstract/PDF PMID Cited by ~222
  651. H. Huisman and J. Thijssen, "Precision and accuracy of acoustospectrographic parameters", Ultrasound in Medicine and Biology, 1996;22:855-871. Abstract/PDF DOI PMID Cited by ~58
  652. N. Karssemeijer and G. te Brake, "Detection of stellate distortions in mammograms", IEEE Transactions on Medical Imaging, 1996;15:611-619. Abstract/PDF DOI PMID Cited by ~373
  653. N. Karssemeijer and M. Thijssen, "Determination of contrast-detail curves of mammography systems by automated image analysis", Digital Mammography, 1996;96:155-160. Abstract/PDF Cited by ~91
  654. C. Schaefer-Prokop, M. Prokop, A. Schmidt, U. Neitzel and M. Galanski, "Selenium radiography versus storage phosphor and conventional radiography in the detection of simulated chest lesions", Radiology, 1996;201:45-50. Abstract PMID Cited by ~71
  655. C. Olbricht, K. Paul, M. Prokop, A. Chavan, C. Schaefer-Prokop, K. Jandeleit, K. Koch and M. Galanski, "Minimally invasive diagnosis of renal artery stenosis by spiral computed tomography angiography", Kidney International, 1995;48:1332-1337. Abstract PMID Cited by ~135
  656. A. Leppert, M. Prokop, C. Schaefer-Prokop and M. Galanski, "Detection of simulated chest lesions: comparison of a conventional screen-film combination, an asymmetric screen-film system, and storage phosphor radiography", Radiology, 1995;195:259-263. Abstract PMID Cited by ~21
  657. W. Kalender, K. Wedding, A. Polacin, M. Prokop, C. Schaefer-Prokop and M. Galanski, "[Basic principles of vascular imaging with spiral CT]", Aktuelle Radiologie, 1994;4:287-297. Abstract PMID Cited by ~9
  658. A. Berkhoff, H. Huisman, J. Thijssen, E. Jacobs and R. Homan, "Fast scan conversion algorithms for displaying ultrasound sector images", Ultrasonic Imaging, 1994;16:87-108. Abstract/PDF DOI PMID Cited by ~47
  659. N. Karssemeijer, J. Frieling and J. Hendriks, "Spatial resolution in digital mammography", Investigative Radiology, 1993;28:413-419. Abstract/PDF PMID Cited by ~121
  660. N. Karssemeijer, "Adaptive noise equalization and recognition of microcalcification clusters in mammograms", Int J Patt Recogn Artif Intell, 1993;7:1357-1375. Abstract/PDF DOI Cited by ~203
  661. N. Karssemeijer, "Stochastic model for automated detection of calcifications in digital mammograms", Image and Vision Computing, 1992;10:369 - 375. Abstract/PDF DOI Cited by ~82
  662. H. Nab, N. Karssemeijer, L. Erning and J. Hendriks, "Comparison of digital and conventional mammography: a ROC study of 270 mammograms", Medical Informatics, 1992;17:125-131. Abstract/PDF PMID Cited by ~45
  663. N. Karssemeijer, "A relaxation method for image segmentation using a spatially dependent stochastic model", Pattern Recognition Letters, 1990;11:13 - 23. Abstract/PDF DOI Cited by ~25
  664. H. Nab, N. Karssemeijer, L. van Erning, A. Verbeek and J. Hendriks, "Digital mammography is very useful in mass screening of breast cancer", Nederlands Tijdschrift voor Geneeskunde, 1990;134:2383-2387. Abstract/PDF PMID Cited by ~3
  665. N. Karssemeijer, "A statistical method for automatic labeling of tissues in medical images", Machine Vision and Applications, 1990;3(2):75-86. Abstract/PDF Cited by ~26
  666. N. Karssemeijer, L. van Erning and E. Eijkman, "Recognition of organs in CT-image sequences: a model guided approach", Computers and Biomedical Research, 1988;21:434-448. Abstract/PDF DOI PMID Cited by ~64
  667. P. Vink and N. Karssemeijer, "Low back muscle activity and pelvic rotation during walking", Anatomy and Embryology, 1988;178:455-460. Abstract/PDF DOI PMID
  668. N. Karssemeijer and E. Eijkman, "Modelling and representation of myocardial perfusion images for the evaluation of diagnostic properties", Medical and Biological Engineering and Computing, 1987;25:181-188. Abstract/PDF DOI PMID Cited by ~1

Preprints

  1. A. Sekuboyina, A. Bayat, M. Husseini, M. Loffler, M. Rempfler, J. Kukacka, G. Tetteh, A. Valentinitsch, C. Payer, D. Stern, M. Urschler, M. Chen, D. Cheng, N. Lessmann, Y. Hu, T. Wang, D. Yang, D. Xu, F. Ambellan, T. Amiranashvili, M. Ehlke, H. Lamecker, S. Lehnert, M. Lirio, N. de Olaguer, H. Ramm, M. Sahu, A. Tack, S. Zachow, T. Jiang, X. Ma, C. Angerman, X. Wang, Q. Wei, K. Brown, M. Wolf, A. Kirszenberg, E. Puybareauq, B. Menze and J. Kirschke, "VerSe: A Vertebrae Labelling and Segmentation Benchmark", arXiv:2001.09193, 2020. Abstract arXiv Cited by ~2
  2. N. Lessmann and B. van Ginneken, "Random smooth gray value transformations for cross modality learning with gray value invariant networks", arXiv:2003.06158, 2020. Abstract/PDF arXiv
  3. S. Wetstein, C. González-Gonzalo, G. Bortsova, B. Liefers, F. Dubost, I. Katramados, L. Hogeweg, B. van Ginneken, J. Pluim, M. de Bruijne, C. Sánchez and M. Veta, "Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors", arXiv:2006.06356, 2020. Abstract/PDF arXiv
  4. S. Zhou, H. Greenspan, C. Davatzikos, J. Duncan, B. van Ginneken, A. Madabhushi, J. Prince, D. Rueckert and R. Summers, "A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises", arXiv:2008.09104, 2020. Abstract/PDF arXiv
  5. B. Liefers, J. Colijn, C. González-Gonzalo, T. Verzijden, P. Mitchell, C. Hoyng, B. van Ginneken, C. Klaver and C. Sánchez, "A deep learning model for segmentation of geographic atrophy to study its long-term natural history", arXiv:1908.05621, 2019. Abstract arXiv
  6. K. Murphy, S. Habib, S. Zaidi, S. Khowaja, A. Khan, J. Melendez, E. Scholten, F. Amad, S. Schalekamp, M. Verhagen, R. Philipsen, A. Meijers and B. van Ginneken, "Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system", arXiv:1903.03349, 2019. Abstract arXiv
  7. C. González-Gonzalo, B. Liefers, B. van Ginneken and C. Sánchez, "Iterative augmentation of visual evidence for weakly-supervised lesion localization in deep interpretability frameworks", arXiv:1910.07373, 2019. Abstract arXiv
  8. M. Argus, C. Schaefer-Prokop, D. Lynch and B. van Ginneken, "Function Follows Form: Regression from Complete Thoracic Computed Tomography Scans", arXiv:1909.12047, 2019. Abstract/PDF arXiv
  9. S. Hu, D. Worrall, S. Knegt, B. Veeling, H. Huisman and M. Welling, "Supervised uncertainty quantification for segmentation with multiple annotations", arXiv:1907.01949, 2019. Abstract arXiv Cited by ~12
  10. L. Maier-Hein, A. Reinke, M. Kozubek, A. L. Martel, T. Arbel, M. Eisenmann, A. Hanbuary, P. Jannin, H. Muller, S. Onogur, J. Saez-Rodriguez, B. van Ginneken, A. Kopp-Schneider and B. Landman, "BIAS: Transparent reporting of biomedical image analysis challenges", arXiv:1910.04071, 2019. Abstract/PDF arXiv
  11. P. Bilic, P. Christ, E. Vorontsov, G. Chlebus, H. Chen, Q. Dou, C. Fu, X. Han, P. Heng, J. Hesser, S. Kadoury, T. Konopczynski, M. Le, C. Li, X. Li, J. Lipkova, J. Lowengrub, H. Meine, J. Moltz, C. Pal, M. Piraud, X. Qi, J. Qi, M. Rempfler, K. Roth, A. Schenk, A. Sekuboyina, E. Vorontsov, P. Zhou, C. Hulsemeyer, M. Beetz, F. Ettlinger, F. Gruen, G. Kaissis, F. Lohofer, R. Braren, J. Holch, F. Hofmann, W. Sommer, V. Heinemann, C. Jacobs, G. Humpire Mamani, B. van Ginneken, G. Chartrand, A. Tang, M. Drozdzal, A. Ben-Cohen, E. Klang, M. Amitai, E. Konen, H. Greenspan, J. Moreau, A. Hostettler, L. Soler, R. Vivanti, A. Szeskin, N. Lev-Cohain, J. Sosna, L. Joskowicz and B. Menze, "The Liver Tumor Segmentation Benchmark (LiTS)", arXiv:1901.04056, 2019. Abstract arXiv Cited by ~82
  12. R. Dilz, L. Schröder, N. Moriakov, J. Sonke and J. Teuwen, "Learned SIRT for Cone Beam Computed Tomography Reconstruction", arXiv:1908.10715, 2019. Abstract arXiv
  13. P. Putzky, D. Karkalousos, J. Teuwen, N. Moriakov, B. Bakker, M. Caan and M. Welling, "i-RIM applied to the fastMRI challenge", arXiv:1910.08952, 2019. Abstract/PDF arXiv
  14. H. Pinckaers, B. van Ginneken and G. Litjens, "Streaming convolutional neural networks for end-to-end learning with multi-megapixel images", arXiv:1911.04432, 2019. Abstract arXiv Cited by ~3
  15. A. Simpson, M. Antonelli, S. Bakas, M. Bilello, K. Farahani, B. van Ginneken, A. Kopp-Schneider, B. Landman, G. Litjens, B. Menze, O. Ronneberger, R. Summers, P. Bilic, P. Christ, R. Do, M. Gollub, J. Golia-Pernicka, S. Heckers, W. Jarnagin, M. McHugo, S. Napel, E. Vorontsov, L. Maier-Hein and M. Cardoso, "A large annotated medical image dataset for the development and evaluation of segmentation algorithms", arXiv:1902.09063, 2019. Abstract arXiv Cited by ~75
  16. T. de Moor, A. Rodriguez-Ruiz, R. Mann and J. Teuwen, "Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network", arXiv:1802.06865, 2018. Abstract arXiv
  17. A. Hering, S. Kuckertz, S. Heldmann and M. Heinrich, "Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking", arXiv:1812.01859, 2018. Abstract/PDF arXiv
  18. G. Mooij, I. Bagulho and H. Huisman, "Automatic segmentation of prostate zones", arXiv:1806.07146, 2018. Abstract arXiv Cited by ~10
  19. S. Kazeminia, C. Baur, A. Kuijper, B. van Ginneken, N. Navab, S. Albarqouni and A. Mukhopadhyay, "GANs for Medical Image Analysis", arXiv:1809.06222, 2018. Abstract arXiv Cited by ~55
  20. E. Sogancioglu, S. Hu, D. Belli and B. van Ginneken, "Chest X-ray Inpainting with Deep Generative Models", arXiv:1809.01471, 2018. Abstract arXiv Cited by ~4
  21. G. Aresta, C. Jacobs, T. Araújo, A. Cunha, I. Ramos, B. van Ginneken and A. Campilho, "iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network", arXiv:1811.12789, 2018. Abstract arXiv
  22. A. de Gelder and H. Huisman, "Autoencoders for Multi-Label Prostate MR Segmentation", arXiv:1806.08216, 2018. Abstract arXiv Cited by ~3
  23. J. Teuwen and P. Urbach, "On Maximum Focused Electric Energy in Bounded Regions", arXiv:1801.02450, 2018. Abstract arXiv
  24. D. Belli, S. Hu, E. Sogancioglu and B. van Ginneken, "Chest X-Rays Image Inpainting with Context Encoders", arXiv:1812.00964, 2018. Abstract arXiv

Papers in conference proceedings

  1. H. Altun, G. Chlebus, C. Jacobs, H. Meine, B. van Ginneken and H. Hahn, "Feasibility of End-To-End Trainable Two-Stage U-Net for Detection of Axillary Lymph Nodes in Contrast-Enhanced CT Based Scans on Sparse Annotations", Medical Imaging, 2020:113141C. Abstract/PDF DOI
  2. A. Hering and S. Heldmann, "mlVIRNET: Improved Deep Learning Registration Using a Coarse to Fine Approach to Capture all Levels of Motion", Bildverarbeitung für die Medizin, 2020:175. Abstract/PDF DOI
  3. N. Moriakov, J. Adler and J. Teuwen, "Kernel of CycleGAN as a principal homogeneous space", International Conference on Learning Representations, 2020. Abstract/PDF
  4. Z. Swiderska-Chadaj, K. Nurzynska, G. Bartlomiej, K. Grünberg, L. van der Woude, M. Looijen-Salamon, A. Walts, T. Markiewicz, F. Ciompi and A. Gertych, "A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma", Medical Imaging, 2020;11320:113200D. Abstract/PDF DOI
  5. D. Tellez, D. Hoppener, C. Verhoef, D. Grunhagen, P. Nierop, M. Drozdzal, J. van der Laak and F. Ciompi, "Extending Unsupervised Neural Image Compression With Supervised Multitask Learning", Medical Imaging with Deep Learning, 2020. Abstract/PDF
  6. K. Michielsen, N. Moriakov, J. Teuwen and I. Sechopoulos, "Deep Learning-based Initialization of Iterative Reconstruction for Breast Tomosynthesis", 6th International Conference on Image Formation in X-Ray Computed Tomography, 2020. Abstract
  7. C. Mercan, G. Reijnen-Mooij, D. Martin, J. Lotz, N. Weiss, M. van Gerven and F. Ciompi, "Virtual staining for mitosis detection in Breast Histopathology", IEEE International Symposium on Biomedical Imaging, 2020. Abstract/PDF DOI
  8. T. van den Heuvel, C. de Korte and B. van Ginneken, "Automated interpretation of prenatal ultrasound using a predefined acquisition protocol in resource-limited countries", Medical Imaging with Deep Learning, 2019. Abstract/PDF
  9. T. van der Ouderaa, D. Worrall and B. van Ginneken, "Chest CT Super-resolution and Domain-adaptation using Memory-efficient 3D Reversible GANs", Medical Imaging with Deep Learning, 2019. Abstract/PDF
  10. E. Calli, E. Sogancioglu, E. Scholten, K. Murphy and B. van Ginneken, "Handling label noise through model confidence and uncertainty: application to chest radiograph classification", Medical Imaging, 2019. Abstract/PDF DOI Cited by ~4
  11. K. Dercksen, W. Bulten and G. Litjens, "Dealing with Label Scarcity in Computational Pathology: A Use Case in Prostate Cancer Classification", Medical Imaging with Deep Learning, 2019. Abstract/PDF Cited by ~2
  12. A. Hering and S. Heldmann, "Unsupervised Learning for Large Motion Thoracic CT Follow-Up Registration", Medical Imaging, 2019;10949:109491B. Abstract/PDF DOI
  13. J. van Vugt, E. Marchiori, R. Mann, A. Gubern-Merida, N. Moriakov and J. Teuwen, "Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation", Medical Imaging, 2019. Abstract/PDF DOI
  14. N. Moriakov, K. Michielsen, R. Mann, J. Adler, I. Sechopolous and J. Teuwen, "Deep learning framework for digital breast tomosynthesis reconstruction", Medical Imaging, 2019. Abstract/PDF DOI arXiv
  15. H. Meine and A. Hering, "Efficient prealignment of CT scans for registration through a bodypart regressor", Medical Imaging with Deep Learning, 2019. Abstract/PDF
  16. A. Hering, B. van Ginneken and S. Heldmann, "mlVIRNET: Multilevel Variational Image Registration Network", Medical Image Computing and Computer-Assisted Intervention, 2019;11769:257-265. Abstract/PDF DOI arXiv Cited by ~5
  17. N. Lessmann, J. Wolterink, M. Zreik, M. Viergever, B. van Ginneken and I. Isgum, "Vertebra partitioning with thin-plate spline surfaces steered by a convolutional neural network", Medical Imaging with Deep Learning, 2019. Abstract/PDF arXiv Cited by ~1
  18. D. Ruhe, V. Codreanu, C. van Leeuwen, D. Podareanu, V. Saletore and J. Teuwen, "Generating CT-scans with 3D Generative Adversarial Networks Using a Supercomputer", Medical Imaging meets NeurIPS, 2019. Abstract
  19. H. Pinckaers, W. Bulten and G. Litjens, "High resolution whole prostate biopsy classification using streaming stochastic gradient descent", Medical Imaging, 2019. Abstract/PDF DOI Cited by ~1
  20. J. Bokhorst, H. Pinckaers, P. van Zwam, I. Nagetgaal, J. van der Laak and F. Ciompi, "Learning from sparsely annotated data for semantic segmentation in histopathology images", Medical Imaging with Deep Learning, 2019;102:81-94. Abstract/PDF Cited by ~2
  21. E. Calli, K. Murphy, E. Sogancioglu and B. van Ginneken, "FRODO: Free rejection of out-of-distribution samples: application to chest x-ray analysis", Medical Imaging with Deep Learning, 2019. Abstract/PDF Cited by ~4
  22. B. Liefers, C. González-Gonzalo, C. Klaver, B. van Ginneken and C. Sánchez, "Dense Segmentation in Selected Dimensions: Application to Retinal Optical Coherence Tomography", Medical Imaging with Deep Learning, 2019;102:337-346. Abstract/PDF Cited by ~2
  23. M. Caballo, J. Teuwen, R. Mann and I. Sechopolous, "Breast parenchyma analysis and classification for breast masses detection using texture feature descriptors and neural networks in dedicated breast CT images", Medical Imaging, 2019. Abstract/PDF DOI
  24. T. de Bel, M. Hermsen, J. Kers, J. van der Laak and G. Litjens, "Stain-Transforming Cycle-Consistent Generative Adversarial Networks for Improved Segmentation of Renal Histopathology", Medical Imaging with Deep Learning, 2019. Abstract/PDF Cited by ~9
  25. C. Mercan, M. Balkenhol, J. van der Laak and F. Ciompi, "From Point Annotations to Epithelial Cell Detection in Breast Cancer Histopathology using RetinaNet", Medical Imaging with Deep Learning, 2019. Abstract/PDF
  26. M. Hosseinzadeh, P. Brand and H. Huisman, "Effect of Adding Probabilistic Zonal Prior in Deep Learning-based Prostate Cancer Detection", Medical Imaging with Deep Learning, 2019. Abstract/PDF Cited by ~1
  27. A. Rodriguez-Ruiz, J. Teuwen, K. Chung, N. Karssemeijer, M. Chevalier, A. Gubern-Merida and I. Sechopoulos, "Pectoral muscle segmentation in breast tomosynthesis with deep learning", Medical Imaging, 2018. Abstract DOI Cited by ~10
  28. C. González-Gonzalo, B. Liefers, B. van Ginneken and C. Sánchez, "Improving weakly-supervised lesion localization with iterative saliency map refinement", Medical Imaging with Deep Learning, 2018. Abstract/PDF Cited by ~3
  29. S. van de Leemput, M. Prokop, B. van Ginneken and R. Manniesing, "Stacked Bidirectional Convolutional LSTMs for 3D Non-contrast CT Reconstruction from Spatiotemporal 4D CT", Medical Imaging with Deep Learning, 2018. Abstract/PDF Cited by ~1
  30. D. Geijs, M. Intezar, J. van der Laak and G. Litjens, "Automatic color unmixing of IHC stained whole slide images", Medical Imaging, 2018;10581. Abstract/PDF DOI Cited by ~3
  31. S. van de Leemput, A. Patel and R. Manniesing, "Full Volumetric Brain Tissue Segmentation in Non-contrast CT using Memory Efficient Convolutional LSTMs", Medical Imaging meets NeurIPS, 2018. Abstract/PDF Cited by ~1
  32. J. Bokhorst, L. Rijstenberg, D. Goudkade, I. Nagtegaal, J. van der Laak and F. Ciompi, "Automatic Detection of Tumor Budding in Colorectal Carcinoma with Deep Learning", Computational Pathology and Ophthalmic Medical Image Analysis, 2018. Abstract/PDF DOI Cited by ~2
  33. T. de Moor, A. Rodriguez-Ruiz, R. Mann and J. Teuwen, "Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network", International Workshop on Breast Imaging, 2018. Abstract/PDF arXiv
  34. S. van de Leemput, J. Teuwen and R. Manniesing, "MemCNN: a Framework for Developing Memory Efficient Deep Invertible Networks", International Conference on Learning Representations, 2018. Abstract/PDF Cited by ~5
  35. N. Lessmann, B. van Ginneken and I. Išgum, "Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images", Medical Imaging, 2018;10574. Abstract/PDF DOI Cited by ~21
  36. D. Tellez, M. Balkenhol, N. Karssemeijer, G. Litjens, J. van der Laak and F. Ciompi, "H&E stain augmentation improves generalization of convolutional networks for histopathological mitosis detection", Medical Imaging, 2018;10581. Abstract/PDF DOI
  37. M. Ghafoorian, J. Teuwen, R. Manniesing, F. de Leeuw, B. van Ginneken, N. Karssemeijer and B. Platel, "Student Beats the Teacher: Deep Neural Networks for Lateral Ventricles Segmentation in Brain MR", Medical Imaging, 2018;10574:105742U. Abstract/PDF DOI arXiv Cited by ~14
  38. A. Patel and R. Manniesing, "A convolutional neural network for intracranial hemorrhage detection in non-contrast CT", Medical Imaging, 2018;10575. Abstract/PDF DOI Cited by ~3
  39. Y. Hagos, A. Gubern-Mérida and J. Teuwen, "Improving Breast Cancer Detection using Symmetry Information with Deep Learning", Breast Image Analysis (BIA), 2018. Abstract/PDF DOI
  40. K. Standvoss, T. Crijns, L. Goerke, D. Janssen, S. Kern, T. van Niedek, J. van Vugt, N. Burgos, E. Gerritse, J. Mol, D. van de Vooren, M. Ghafoorian, T. van den Heuvel and R. Manniesing, "Cerebral Microbleed Detection in Traumatic Brain Injury Patients using 3D Convolutational Neural Networks", Medical Imaging, 2018;10575. Abstract/PDF DOI
  41. M. van Rijthoven, Z. Swiderska-Chadaj, K. Seeliger, J. van der Laak and F. Ciompi, "You Only Look on Lymphocytes Once", Medical Imaging with Deep Learning, 2018. Abstract/PDF Cited by ~2
  42. D. Tellez, J. van der Laak and F. Ciompi, "Gigapixel Whole-Slide Image Classification Using Unsupervised Image Compression And Contrastive Training", Medical Imaging with Deep Learning, 2018. Abstract/PDF Cited by ~1
  43. W. Bulten and G. Litjens, "Unsupervised Prostate Cancer Detection on H&E using Convolutional Adversarial Autoencoders", Medical Imaging with Deep Learning, 2018. Abstract/PDF Cited by ~8
  44. Z. Swiderska-Chadaj, H. Pinckaers, M. van Rijthoven, M. Balkenhol, M. Melnikova, O. Geessink, Q. Manson, G. Litjens, J. van der Laak and F. Ciompi, "Convolutional Neural Networks for Lymphocyte detection in Immunohistochemically Stained Whole-Slide Images", Medical Imaging with Deep Learning, 2018. Abstract/PDF Cited by ~5
  45. G. Aresta, T. Araújo, C. Jacobs, B. van Ginneken, A. Cunha, I. Ramos and A. Campilho, "Towards an automatic lung cancer screening system in low dose computed tomography", MICCAI} Workshop: Thoracic Image Analysis, 2018;11040. Abstract/PDF DOI Cited by ~7
  46. M. Meijs and R. Manniesing, "Artery and Vein Segmentation of the Cerebral Vasculature in 4D CT using a 3D Fully Convolutional Neural Network", Medical Imaging, 2018;10575:105751Q. Abstract/PDF DOI Cited by ~10
  47. E. Gibson, Yipeng, H. Ghavami, H. Ahmed, C. Moore, M. Emberton, H. Huisman and D. Barratt, "Inter-site variability in prostate segmentation accuracy using deep learning", Medical Image Computing and Computer-Assisted Intervention, 2018. Abstract/PDF DOI Cited by ~15
  48. N. Lessmann, B. van Ginneken, P. de Jong and I. Išgum, "Iterative fully convolutional neural networks for automatic vertebra segmentation", Medical Imaging with Deep Learning, 2018. Abstract/PDF
  49. W. Bulten, C. de Kaa, J. van der Laak and G. Litjens, "Automated segmentation of epithelial tissue in prostatectomy slides using deep learning", Medical Imaging, 2018;10581:105810S. Abstract/PDF DOI Cited by ~12
  50. M. Ghafoorian, A. Mehrtash, T. Kapur, N. Karssemeijer, E. Marchiori, M. Pesteie, C. Guttmann, F. de Leeuw, C. Tempany, B. van Ginneken, A. Fedorov, P. Abolmaesumi, B. Platel and W. Wells, "Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation", Medical Image Computing and Computer-Assisted Intervention, 2017;10435:516-524. Abstract/PDF DOI arXiv Cited by ~124
  51. T. van den Heuvel, H. Petros, S. Santini, C. de Korte and B. van Ginneken, "A step towards measuring the fetal head circumference with the use of obstetric ultrasound in a low resource setting", Medical Imaging, 2017;10139:101390V. Abstract/PDF DOI Cited by ~4
  52. T. Kooi, J. Mordang and N. Karssemeijer, "Conditional Random Field Modelling of Interactions Between Findings in Mammography", Medical Imaging, 2017;10133:101341E. Abstract/PDF DOI Cited by ~2
  53. A. Patel, S. van de Leemput, M. Prokop, B. van Ginneken and R. Manniesing, "Automatic Cerebrospinal Fluid Segmentation in Non-Contrast CT Images Using a 3D Convolutional Network", Medical Imaging, 2017;10134. Abstract/PDF DOI Cited by ~6
  54. F. Ciompi, O. Geessink, B. Bejnordi, G. de Souza, A. Baidoshvili, G. Litjens, B. van Ginneken, I. Nagtegaal and J. van der Laak, "The importance of stain normalization in colorectal tissue classification with convolutional networks", IEEE International Symposium on Biomedical Imaging, 2017:160-163. Abstract/PDF DOI arXiv Cited by ~75
  55. T. van den Heuvel, H. Petros, S. Santini, C. de Korte and B. van Ginneken, "Combining Automated Image Analysis with Obstetric Sweeps for Prenatal Ultrasound Imaging in Developing Countries", MICCAI} Workshop: Point-of-Care Ultrasound, 2017;10549:105-112. Abstract/PDF DOI Cited by ~1
  56. B. Liefers, F. Venhuizen, T. Theelen, C. Hoyng, B. van Ginneken and C. Sánchez, "Fovea Detection in Optical Coherence Tomography using Convolutional Neural Networks", Medical Imaging, 2017;10133:1013302. Abstract/PDF DOI Cited by ~4
  57. B. Bejnordi, J. Lin, B. Glass, M. Mullooly, G. Gierach, M. Sherman, N. Karssemeijer, J. van der Laak and A. Beck, "Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images", IEEE International Symposium on Biomedical Imaging, 2017:929-932. Abstract/PDF DOI PMID arXiv Cited by ~38
  58. P. Bándi, R. van de Loo, M. Intezar, D. Geijs, F. Ciompi, B. van Ginneken, J. van der Laak and G. Litjens, "Comparison of Different Methods for Tissue Segmentation In Histopathological Whole-Slide Images", IEEE International Symposium on Biomedical Imaging, 2017:591-595. Abstract/PDF DOI arXiv Cited by ~14
  59. T. Kooi and N. Karssemeijer, "Deep learning of symmetrical discrepancies for computer-aided detection of mammographic masses", Medical Imaging, 2017;10133:101341J. Abstract/PDF DOI Cited by ~7
  60. G. Humpire Mamani, A. Setio, B. van Ginneken and C. Jacobs, "Organ detection in thorax abdomen CT using multi-label convolutional neural networks", Medical Imaging, 2017;10134. Abstract/PDF DOI Cited by ~10
  61. G. Litjens, K. Safferling and N. Grabe, "Automated robust registration of grossly misregistered whole-slide images with varying stains", Medical Imaging, 2016;9791:979103. Abstract/PDF DOI
  62. A. Bria, C. Marrocco, N. Karssemeijer, M. Molinara and F. Tortorella, "Deep Cascade Classifiers to Detect Clusters of Microcalcifications", Breast Imaging, 2016;9699:415-422. Abstract/PDF DOI Cited by ~16
  63. J. Mordang, T. Janssen, A. Bria, T. Kooi, A. Gubern-Mérida and N. Karssemeijer, "Automatic Microcalcification Detection in Multi-vendor Mammography Using Convolutional Neural Networks", Breast Imaging, 2016;9699:35-42. Abstract/PDF DOI Cited by ~49
  64. M. Ghafoorian, N. Karssemeijer, T. Heskes, I. van Uden, F. de Leeuw, E. Marchiori, B. van Ginneken and B. Platel, "Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation", IEEE International Symposium on Biomedical Imaging, 2016:1414-1417. Abstract/PDF DOI Cited by ~47
  65. N. Lessmann, I. Išgum, A. Setio, B. de Vos, F. Ciompi, P. de Jong, M. Oudkerk, W. Mali, M. Viergever and B. van Ginneken, "Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT", Medical Imaging, 2016;9785:978511-1 - 978511-6. Abstract/PDF DOI Cited by ~25
  66. A. Bria, C. Marrocco, J. Mordang, N. Karssemeijer, M. Molinara and F. Tortorella, "LUT-QNE: Look-Up-Table Quantum Noise Equalization in Digital Mammograms", Breast Imaging, 2016;9699:27-34. Abstract/PDF DOI Cited by ~4
  67. K. Holland, I. Sechopoulos, G. den Heeten, R. Mann and N. Karssemeijer, "Performance of breast cancer screening depends on mammographic compression", Breast Imaging, 2016;9699:183-189. Abstract/PDF DOI Cited by ~14
  68. T. Kooi, A. Gubern-Mérida, J. Mordang, R. Mann, R. Pijnappel, K. Schuur, A. den Heeten and N. Karssemeijer, "A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography", Breast Imaging, 2016;9699:51-56. Abstract/PDF DOI Cited by ~18
  69. K. Holland, C. van Gils, J. Wanders, R. Mann and N. Karssemeijer, "Quantification of mammographic masking risk with volumetric breast density maps: How to select women for supplemental screening", Medical Imaging, 2016. Abstract/PDF DOI Cited by ~4
  70. M. Kallenberg, M. Nielsen, K. Holland, N. Karssemeijer, C. Igel and M. Lillholm, "Learning Density Independent Texture Features", Breast Imaging, 2016;9699:299-306. Abstract/PDF DOI
  71. A. Gubern-Mérida, T. Tan, J. van Zelst, R. Mann and N. Karssemeijer, "Automated linking of suspicious findings between automated 3D breast ultrasound volumes", Medical Imaging, 2016. Abstract/PDF DOI Cited by ~1
  72. T. Mertzanidou, J. Hipwell, S. Reis, B. Bejnordi, M. Hermsen, M. Dalmis, S. Vreemann, B. Platel, J. van der Laak, N. Karssemeijer, R. Mann, P. Bult and D. Hawkes, "Whole Mastectomy Volume Reconstruction from 2D Radiographs and Its Mapping to Histology", Breast Imaging, 2016;9699:367-374. Abstract/PDF DOI Cited by ~3
  73. B. Bejnordi, G. Litjens, M. Hermsen, N. Karssemeijer and J. van der Laak, "A multi-scale superpixel classification approach for region of interest detection in whole slide histopathology images", Medical Imaging, 2015;9420:94200H. Abstract/PDF DOI
  74. M. Meijs, O. Debats and H. Huisman, "The evaluation of multi-structure, multi-atlas pelvic anatomy features in a prostate MR Lymphography CAD system", Medical Imaging, 2015;9414:94140T. Abstract/PDF DOI Cited by ~2
  75. F. Venhuizen, B. van Ginneken, B. Bloemen, M. van Grinsven, R. Philipsen, C. Hoyng, T. Theelen and C. Sánchez, "Automated Age-Related Macular Degeneration Classification in OCT using Unsupervised Feature Learning", Medical Imaging, 2015;9414. Abstract/PDF DOI Cited by ~45
  76. S. van de Leemput, F. Dorssers and B. Ehteshami Bejnordi, "A novel spherical shell filter for reducing false positives in automatic detection of pulmonary nodules in thoracic CT scans", Medical Imaging, 2015;9414:94142P. Abstract/PDF DOI
  77. G. Litjens, B. Bejnordi, N. Timofeeva, G. Swadi, I. Kovacs, C. de Hulsbergen-van Kaa and J. van der Laak, "Automated detection of prostate cancer in digitized whole-slide images of H&E-stained biopsy specimens", Medical Imaging, 2015;9420:94200B. Abstract/PDF DOI
  78. J. Mordang and N. Karssemeijer, "Vessel segmentation in screening mammograms", Medical Imaging, 2015;9414:94140J. Abstract/PDF DOI Cited by ~3
  79. A. Setio, C. Jacobs, F. Ciompi, S. van Riel, M. Wille, A. Dirksen, E. van Rikxoort and B. van Ginneken, "Computer-aided detection of lung cancer: combining pulmonary nodule detection systems with a tumor risk prediction model", Medical Imaging, 2015;9414. Abstract/PDF DOI Cited by ~2
  80. A. Gubern-Mérida, T. Tan, J. van Zelst, R. Mann, B. Platel and N. Karssemeijer, "Pectoral muscle surface segmentation in automated 3D breast ultrasound using cylindrical transform and atlas information", MICCAI} {W}orkshop: {B}reast {I}mage {A}nalysis, 2015. Abstract/PDF
  81. F. Ciompi, C. Jacobs, E. Scholten, S. van Riel, M. Wille, M. Prokop and B. van Ginneken, "Automatic detection of spiculation of pulmonary nodules in Computed Tomography images", Medical Imaging, 2015;9414. Abstract/PDF DOI Cited by ~6
  82. M. Ghafoorian, N. Karssemeijer, F. de Leeuw, T. Heskes, E. Marchiori and B. Platel, "Small White Matter Lesion Detection in Cerebral Small Vessel Disease", Medical Imaging, 2015;9414:941411. Abstract/PDF DOI Cited by ~12
  83. B. van Ginneken, A. Setio, C. Jacobs and F. Ciompi, "Off-the-shelf convolutional neural network features for pulmonary nodule detection in computed tomography scans", IEEE International Symposium on Biomedical Imaging, 2015:286-289. Abstract/PDF DOI Cited by ~227
  84. M. Razavi, L. Wang, A. Gubern-Mérida, T. Ivanovska, H. Laue, N. Karssemeijer and H. Hahn, "Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal", Image Analysis and ProcessingAC/a,!aEUR?ICIAP 2015, 2015:528-536. Abstract/PDF Cited by ~11
  85. A. Mendrik, E. Vonken, T. Witkamp, M. Prokop, B. van Ginneken and M. Viergever, "Using the Fourth Dimension to Distinguish Between Structures for Anisotropic Diffusion Filtering in 4D CT Perfusion Scans", Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2015;8682:79-87. Abstract DOI Cited by ~3
  86. T. van den Heuvel, M. Ghafoorian, A. van der Eerden, B. Goraj, T. Andriessen, B. ter Romeny and B. Platel, "Computer Aided Detection of Brain Micro-Bleeds in Traumatic Brain Injury", Medical Imaging, 2015;9414:94142F. Abstract/PDF DOI Cited by ~5
  87. S. Rabbani, P. Maduskar, R. Philipsen, L. Hogeweg and B. van Ginneken, "Effect of image variation on computer aided detection systems", Medical Imaging, 2014;9035:90352H-1-90352H-8. Abstract/PDF DOI Cited by ~1
  88. J. Mordang, J. Hauth, G. den Heeten and N. Karssemeijer, "Automated Labeling of Screening Mammograms with Arterial Calcifications", Breast Imaging, 2014;8539. Abstract/PDF DOI Cited by ~2
  89. C. Jacobs, S. Opdam, E. van Rikxoort, O. Mets, J. Rooyackers, P. de Jong, M. Prokop and B. van Ginneken, "Automated detection and quantification of micronodules in thoracic CT scans to identify subjects at risk for silicosis", Medical Imaging, 2014;9035:90351I. Abstract/PDF DOI Cited by ~2
  90. B. Ehteshami Bejnordi, N. Timofeeva, I. Otte-Höller, N. Karssemeijer and J. van der Laak, "Quantitative analysis of stain variability in histology slides and an algorithm for standardization", Medical Imaging, 2014. Abstract/PDF DOI Cited by ~20
  91. K. Holland, M. Kallenberg, R. Mann, C. van Gils and N. Karssemeijer, "Stability of Volumetric Tissue Composition Measured in Serial Screening Mammograms", Breast Imaging -12th International Workshop, IWDM 2014, Gifu City, Japan, June 29 AC/a,!aEURoe July 2, 2014. Proceedings, 2014;8539. Abstract/PDF DOI Cited by ~7
  92. G. Litjens, R. Elliott, N. Shih, M. Feldman, J. Barentsz, C. - van de Hulsbergen Kaa, I. Kovacs, H. Huisman and A. Madabhushi, "Distinguishing prostate cancer from benign confounders via a cascaded classifier on multi-parametric MRI", Medical Imaging, 2014;9035:903512. Abstract/PDF DOI Cited by ~18
  93. J. Melendez, C. Sánchez, R. Philipsen, P. Maduskar and B. van Ginneken, "Multiple-instance learning for computer-aided detection of tuberculosis", Medical Imaging, 2014;9035:90351J. Abstract/PDF DOI Cited by ~11
  94. Q. Mahmood, A. Chodorowski, B. Ehteshami Bejnordi and M. Persson, "A fully automatic unsupervised segmentation framework for the brain tissues in MR images", Medical Imaging, 2014. Abstract/PDF DOI
  95. G. Litjens, H. Huisman, R. Elliott, N. Shih, M. Feldman, Fütterer, J. Bomers and A. Madabhushi, "Distinguishing benign confounding treatment changes from residual prostate cancer on MRI following laser ablation", Medical Imaging, 2014;9036:90361D. Abstract/PDF DOI Cited by ~3
  96. L. Gallardo-Estrella, B. van Ginneken and E. van Rikxoort, "Normalization of CT scans reconstructed with different kernels to reduce variability in emphysema measurements", Medical Imaging, 2013;8670:86700E. Abstract/PDF DOI Cited by ~4
  97. B. Ehteshami Bejnordi, R. Moshavegh, K. Sujathan, P. Malm, E. Bengtsson and A. Mehnert, "Novel chromatin texture features for the classification of pap smears", Medical Imaging, 2013. Abstract/PDF DOI
  98. A. Gubern-Mérida, B. Platel, R. Martí and N. Karssemeijer, "Automated localization of malignant lesions in breast DCE-MRI", MICCAI} {W}orkshop: {B}reast {I}mage {A}nalysis, 2013. Abstract/PDF
  99. F. Ciompi, R. Hua, S. Balocco, M. Alberti, O. Pujol, C. Caus, J. Mauri and P. Radeva, "Learning to Detect Stent Struts in Intravascular Ultrasound", Pattern Recognition and Image Analysis, 2013:575-583. Abstract/PDF Cited by ~4
  100. P. Lo, E. van Rikxoort, F. Abtin, S. Ahmad, A. Ordookhani, J. Goldin and M. Brown, "Automated segmentation of pulmonary lobes in chest CT scans using evolving surfaces", Medical Imaging, 2013;8869:86693R. Abstract/PDF DOI Cited by ~4
  101. P. Maduskar, L. Hogeweg, R. Philipsen, S. Schalekamp and B. van Ginneken, "Improved texture analysis for automatic detection of Tuberculosis (TB) on Chest Radiographs with Bone Suppression images", Medical Imaging, 2013;8670:86700H. Abstract/PDF DOI Cited by ~20
  102. J. Ramos, T. Kockelkorn, B. van Ginneken, M. Viergever, J. Grutters, R. Ramos and A. Campilho, "Learning Interstitial Lung Diseases CT Patterns from Reports Keywords", The Fifth International Workshop on Pulmonary Image Analysis, 2013:21-32. Abstract/PDF Cited by ~1
  103. J. Mordang, M. Oei, R. van den Boom, E. Smit, M. Prokop, B. van Ginneken and R. Manniesing, "A Pattern Recognition Framework for Vessel Segmentation in 4D CT of the Brain", Medical Imaging, 2013:866919. Abstract/PDF DOI Cited by ~1
  104. A. Gubern-Mérida, L. Wang, M. Kallenberg, R. Martí, H. Hahn and N. Karssemeijer, "Breast segmentation in MRI: quantitative evaluation of three methods", Medical Imaging, 2013:86693G-86693G-7. Abstract/PDF DOI Cited by ~11
  105. P. Lo, E. van Rikxoort, J. Goldin and M. Brown, "Semi-automated segmentation of pulmonary lobes in chest CT scans using evolving surfaces", The Fifth International Workshop on Pulmonary Image Analysis, 2013. Abstract/PDF
  106. M. van Grinsven, A. Chakravarty, J. Sivaswamy, T. Theelen, B. van Ginneken and C. Sánchez, "A bag of words approach for discriminating between retinal images containing exudates or drusen", IEEE International Symposium on Biomedical Imaging, 2013:1444-1447. Abstract/PDF DOI Cited by ~20
  107. T. Tan, B. Eiben, B. Platel, J. Zelst, L. Han, T. Mertzanidou, S. Johnsen, J. Hipwell, R. Mann, D. Hawkes and N. Karssemeijer, "Registration of automated 3D breast ultrasound views", MICCAI} {W}orkshop: {B}reast {I}mage {A}nalysis, 2013. Abstract/PDF
  108. B. van Ginneken, R. Philipsen, L. Hogeweg, P. Maduskar, J. Melendez, C. Sánchez, R. Maane, B. dei Alorse, U. d'Alessandro and I. Adetifa, "Automated Scoring of Chest Radiographs for Tuberculosis Prevalence Surveys: A Combined Approach", The Fifth International Workshop on Pulmonary Image Analysis, 2013:9-19. Abstract/PDF Cited by ~5
  109. A. van der Avoird, N. Lin, B. van Ginneken and R. Manniesing, "A Hardware Implementation of a Levelset Algorithm for Carotid Lumen Segmentation in CTA", Medical Imaging, 2013. Abstract/PDF DOI
  110. W. van de Ven, Y. Hu, J. Barentsz, N. Karssemeijer, D. Barratt and H. Huisman, "Surface-based prostate registration with biomechanical regularization", Medical Imaging, 2013;8671:86711R. Abstract/PDF DOI Cited by ~6
  111. M. Riad, B. Platel, F. de Leeuw and N. Karssemeijer, "Detection of white matter lesions in cerebral small vessel disease", Medical Imaging, 2013;8670. Abstract/PDF DOI Cited by ~4
  112. R. Philipsen, P. Maduskar, L. Hogeweg and B. van Ginneken, "Normalization of Chest Radiographs", Medical Imaging, 2013;8670:86700G. Abstract/PDF DOI Cited by ~10
  113. I. Fondon, M. van Grinsven, C. Sánchez and A. Saez, "Perceptually adapted method for optic disc detection on retinal fundus images", Computer-Based Medical Systems (CBMS), 2013 IEEE 26th International Symposium on, 2013:279-284. Abstract/PDF DOI Cited by ~10
  114. S. Schalekamp, B. van Ginneken, C. Schaefer-Prokop and N. Karssemeijer, "Impact of Bone Suppression Imaging on the Detection of Lung Nodules in Chest Radiographs: Analysis of Multiple Reading Sessions", Medical Imaging, 2013:86730Y. Abstract/PDF DOI
  115. H. Laue, M. Oei, L. Chen, I. Kompan, H. Hahn, M. Prokop and R. Manniesing, "Automated Artery and Vein Detection in Dynamic CT data with an Unsupervised Classification Algorithm of the Time Intensity Curves", Medical Imaging, 2013. Abstract/PDF DOI
  116. M. van Grinsven, Y. Lechanteur, J. van de Ven, B. van Ginneken, T. Theelen and C. Sánchez, "Automatic Age-related macular degeneration detection and staging", Medical Imaging, 2013;8670:86700M. Abstract/PDF DOI Cited by ~4
  117. F. Ciompi, S. Balocco, C. Caus, J. Mauri and P. Radeva, "Stent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound Images", Medical Image Computing and Computer-Assisted Intervention, 2013:345-352. Abstract/PDF Cited by ~6
  118. P. Maduskar, L. Hogeweg, R. Philipsen and B. van Ginneken, "Automated localization of costophrenic recesses and costophrenic angle measurement on frontal chest radiographs", Medical Imaging, 2013;8670:867038. Abstract/PDF DOI Cited by ~7
  119. A. Firouzian, R. Manniesing, C. Metz, S. Klein, B. Velthuis, G. Rinkel, A. van der Lugt and W. Niessen, "Intracranial aneurysm growth quantification on CTA", Medical Imaging, 2012;8314:831448-1-83148-9. Abstract/PDF DOI
  120. G. Litjens, J. Barentsz, N. Karssemeijer and H. Huisman, "Automated computer-aided detection of prostate cancer in MR images: from a whole-organ to a zone-based approach", Medical Imaging, 2012;8315:83150G-83150G-6. Abstract/PDF DOI Cited by ~24
  121. M. Koek, F. Goncalves, D. Poldermans, W. Niessen and R. Manniesing, "Semi-Automated Subcutaneous and Visceral Adipose Tissue Quantification in Computed Tomography", MICCAI Workshop on Computational and Clinical Applications in Abdominal Imaging, 2012;7029:215-222. Abstract/PDF DOI Cited by ~1
  122. R. Moshavegh, B. Ehteshami Bejnordi, A. Mehnert, K. Sujathan, P. Malm and E. Bengtsson, "Automated segmentation of free-lying cell nuclei in Pap smears for malignancy-associated change analysis", Engineering in Medicine and Biology Society (EMBC), 2012. Abstract/PDF DOI
  123. A. Gubern-Mérida, M. Kallenberg, R. Martí and N. Karssemeijer, "Segmentation of the pectoral muscle in breast MRI using atlas-based approaches", Medical Image Computing and Computer-Assisted Intervention, 2012;15(Pt 2):371-378. Abstract/PDF DOI PMID Cited by ~40
  124. S. Muenzing, B. van Ginneken and J. Pluim, "DIRBoost: An algorithm for boosting deformable image registration", IEEE International Symposium on Biomedical Imaging, 2012:1339-1342. Abstract/PDF DOI Cited by ~6
  125. R. van den Boom, M. Oei, S. Lafebre, L. Oostveen, A. Meijer, S. Steens, M. Prokop, B. van Ginneken and R. Manniesing, "Brain Tissue Segmentation in 4D CT Images Using Voxel Classification", Medical Imaging, 2012;8314:83144B-83144B-6. Abstract/PDF DOI
  126. J. Melendez, C. Sánchez, R. Hupse, B. van Ginneken and N. Karssemeijer, "Potential of a Standalone Computer-Aided Detection System for Breast Cancer Detection in Screening Mammography", IWDM '12: Proceedings of the 11th International Workshop on Breast Imaging, 2012;7361:682-689. Abstract/PDF DOI Cited by ~1
  127. J. Bozek, M. Kallenberg, M. Grgic and N. Karssemeijer, "Comparison of Lesion Size Using Area and Volume in Full Field Digital Mammograms", IWDM '12: Proceedings of the 11th International Workshop on Breast Imaging, 2012;7361:96-103. Abstract/PDF DOI Cited by ~2
  128. G. Litjens, N. Karssemeijer and H. Huisman, "A multi-atlas approach for prostate segmentation in MRI", MICCAI} {W}orkshop: {P}rostate {C}ancer {I}maging: The {PROMISE12} Prostate Segmentation Challenge, 2012. Abstract/PDF
  129. E. van Rikxoort, P. de Jong, O. Mets and B. van Ginneken, "Automatic classication of pulmonary function in COPD patients using trachea analysis in chest CT scans", Medical Imaging, 2012;8315:83150P-83150P-6. Abstract/PDF DOI Cited by ~4
  130. S. Muenzing, B. van Ginneken and J. Pluim, "On Combining Algorithms for Deformable Image Registration", Biomedical Image Registration, 2012:256-265. Abstract/PDF DOI Cited by ~9
  131. T. Tan, B. Platel, R. Mus and N. Karssemeijer, "Detection of Breast Cancer in Automated 3D Breast Ultrasound", Medical Imaging, 2012;8315:831505-1-831505-8. Abstract/PDF DOI Cited by ~5
  132. G. Litjens, O. Debats, W. van de Ven, N. Karssemeijer and H. Huisman, "A pattern recognition approach to zonal segmentation of the prostate on MRI", Medical Image Computing and Computer-Assisted Intervention, 2012;7511:413-420. Abstract/PDF DOI Cited by ~58
  133. J. Lesniak, G. van Schie, C. Tanner, B. Platel, H. Huisman, N. Karssemeijer and G. Szekely, "Multimodal Classification of Breast Masses in Mammography and MRI using Unimodal Feature Selection and Decision Fusion", IWDM '12: Proceedings of the 11th International Workshop on Breast Imaging, 2012;7361:88-95. Abstract/PDF DOI Cited by ~1
  134. T. Kockelkorn, R. Ramos, J. Ramos, C. Sánchez, P. de Jong, C. Schaefer-Prokop, J. Grutters, B. van Ginneken and M. Viergever, "Interactive classification of lung tissue in CT scans by combining prior and interactively obtained training data: a simulation study", International Conference on Pattern Recognition, 2012:105-108. Abstract/PDF Cited by ~3
  135. C. Tromans, G. van Schie, N. Karssemeijer and M. Brady, "A Hypothesis-Test Framework for Quantitative Lesion Detection and Diagnosis", IWDM '12: Proceedings of the 11th International Workshop on Breast Imaging, 2012;7361:458-465. Abstract/PDF DOI Cited by ~3
  136. J. Ramos, T. Kockelkorn, B. van Ginneken, M. Viergever, R. Ramos and A. Campilho, "Supervised Content Based Image Retrieval Using Radiology Reports", Image Analysis and Recognition, 2012;7325:249-258. Abstract/PDF DOI Cited by ~3
  137. M. Alberti, C. Gatta, S. Balocco, F. Ciompi, O. Pujol, J. Silva, X. Carrillo and P. Radeva, "Automatic branching detection in IVUS sequences", Pattern Recognition and Image Analysis, 2011:126-133. Abstract/PDF Cited by ~4
  138. M. Samulski, P. Snoeren, B. Platel, B. van Ginneken, L. Hogeweg, C. Schaefer-Prokop and N. Karssemeijer, "Computer-Aided Detection as a Decision Assistant in Chest Radiography", Medical Imaging, 2011;7966:796614-1-796614-6. Abstract/PDF DOI Cited by ~7
  139. F. Ciompi, O. Pujol, C. Gatta, X. Carrillo, J. Mauri and P. Radeva, "A holistic approach for the detection of media-adventitia border in IVUS", Medical Image Computing and Computer-Assisted Intervention, 2011:411-419. Abstract/PDF Cited by ~11
  140. B. Platel, H. Huisman, H. Laue, R. Mus, R. Mann, H. Hahn and N. Karssemeijer, "Computerized Characterization of Breast Lesions using Dual-Temporal Resolution Dynamic Contrast-Enhanced MR Images", MICCAI} {W}orkshop: {B}reast {I}mage {A}nalysis, 2011. Abstract/PDF
  141. J. Lesniak, R. Hupse, M. Kallenberg, M. Samulski, R. Blanc, N. Karssemeijer and G. Székely, "Computer Aided Detection of Breast Masses in Mammography using Support Vector Machine Classification", Medical Imaging, 2011;7963:79631K. Abstract/PDF DOI Cited by ~17
  142. C. Jacobs, C. Sánchez, S. Saur, T. Twellmann, P. de Jong and B. van Ginneken, "Computer-Aided Detection of Ground Glass Nodules in Thoracic CT images using Shape, Intensity and Context Features", Medical Image Computing and Computer-Assisted Intervention, 2011;6893:207-214. Abstract/PDF DOI PMID Cited by ~40
  143. M. Kallenberg, M. Lokate, C. van Gils and N. Karssemeijer, "Automatic breast density segmentation based on pixel classification", Medical Imaging, 2011;7963:796307. Abstract/PDF DOI
  144. E. van Rikxoort, J. Goldin, M. Galperin-Aizenberg and M. Brown, "Classification of pulmonary emphysema from chest CT scans using integral geometry descriptors", Medical Imaging, 2011;7963:79631O-1-79631O-6. Abstract/PDF DOI Cited by ~1
  145. P. Lo, E. van Rikxoort, J. Goldin, F. Abtin, M. de Bruijne and M. Brown, "A bottom-up approach for labeling of human airway trees", The Fourth International Workshop on Pulmonary Image Analysis, 2011:23-34. Abstract Cited by ~7
  146. W. van de Ven, G. Litjens, J. Barentsz, T. Hambrock and H. Huisman, "Required accuracy of MR-US registration for prostate biopsies", P}rostate {C}ancer {I}maging. {I}mage {A}nalysis and {I}mage-{G}uided {I}nterventions, 2011;6963:92-99. Abstract/PDF DOI Cited by ~8
  147. T. Tan, B. Platel, T. Twellmann, G. van Schie, R. Mus, A. Grivegnee, L. Tabar and N. Karssemeijer, "Computer aided interpretation of lesions in automated 3D breast ultrasound", MICCAI} {W}orkshop: {B}reast {I}mage {A}nalysis, 2011. Abstract/PDF
  148. E. van Rikxoort and B. van Ginneken, "Automatic segmentation of the lungs and lobes from thoracic CT scans", The Fourth International Workshop on Pulmonary Image Analysis, 2011:261-268. Abstract/PDF Cited by ~26
  149. G. van Schie, C. Tanner and N. Karssemeijer, "Estimating corresponding locations in ipsilateral breast tomosynthesis views", Medical Imaging, 2011;7963:796306. Abstract/PDF DOI Cited by ~2
  150. D. Vukadinovic, T. van Walsum, R. Manniesing, S. Rozie, A. van der Lugt and W. Niessen, "Region Based Level Set Segmentation of the Outer Wall of the Carotid Bifurcation in CTA", Medical Imaging, 2011;7962:79623P-1 - 79623P-8. Abstract/PDF DOI Cited by ~4
  151. G. Litjens, P. Vos, J. Barentsz, N. Karssemeijer and H. Huisman, "Automatic Computer Aided Detection of Abnormalities in Multi-Parametric Prostate MRI", Medical Imaging, 2011;7963. Abstract/PDF DOI Cited by ~42
  152. P. Maduskar, L. Hogeweg, H. Ayles, R. Dawson, P. de Jong, N. Karssemeijer and B. van Ginneken, "Cavity segmentation in chest radiographs", The Fourth International Workshop on Pulmonary Image Analysis, 2011. Abstract/PDF
  153. B. Lassen, J. Kuhnigk, E. van Rikxoort and H. Peitgen, "Interactive lung lobe segmentation and correction in tomographic images", Medical Imaging, 2011;7963:79631S-1-79631S-6. Abstract/PDF DOI Cited by ~10
  154. M. Niemeijer, A. Dumitrescu, B. van Ginneken and M. Abràmoff, "Automatic localization of bifurcations and vessel crossings in digital fundus photographs using location regression", Medical Imaging, 2011;7965:796507. Abstract/PDF DOI Cited by ~1
  155. S. Balocco, C. Gatta, F. Ciompi, O. Pujol, X. Carrillo, J. Mauri and P. Radeva, "Combining Growcut and temporal correlation for IVUS lumen segmentation", Pattern Recognition and Image Analysis, 2011:556-563. Abstract/PDF Cited by ~25
  156. J. Huo, E. van Rikxoort, K. Okada, H. Kim, W. Pope, J. Goldin and M. Brown, "Confidence-based ensemble for GBM brain tumor segmentation", Medical Imaging, 2011;7962:79622P-1-79622P-6. Abstract/PDF DOI Cited by ~6
  157. C. Tanner, G. van Schie, N. Karssemeijer and G. Szekely, "Matching Regions for Mammographic Views: Comparison and Compensation for Deformations", MICCAI} {W}orkshop: {B}reast {I}mage {A}nalysis, 2011. Abstract/PDF Cited by ~1
  158. A. Gubern-Mérida, M. Kallenberg, R. Martí and N. Karssemeijer, "Fully automatic fibroglandular tissue segmentation in breast MRI: atlas-based approach", MICCAI} {W}orkshop: {B}reast {I}mage {A}nalysis, 2011. Abstract/PDF Cited by ~17
  159. T. Tan, H. Huisman, B. Platel, A. Grivignee, R. Mus and N. Karssemeijer, "Classification of Breast Lesions in Automated 3D Breast Ultrasound", Medical Imaging, 2011;7963:79630X. Abstract/PDF DOI Cited by ~7
  160. C. Jacobs, K. Murphy, T. Twellmann, P. de Jong and B. van Ginneken, "Computer-Aided Detection of Solid and Ground Glass Nodules in Thoracic CT images using two independent CAD systems", The Fourth International Workshop on Pulmonary Image Analysis, 2011:177-182. Abstract/PDF Cited by ~2
  161. T. Tan, B. Platel, H. Huisman and N. Karssemeijer, "Chest wall segmentation in automated 3D breast ultrasound using a cylinder model", MICCAI} {W}orkshop: {B}reast {I}mage {A}nalysis, 2011. Abstract/PDF
  162. D. Chong, E. van Rikxoort, H. Kim, J. Goldin and M. Brown, "Scan-rescan reproducibility of CT densitometric measures of emphysema", Medical Imaging, 2011;7963:796339-1-796339-6. Abstract/PDF DOI
  163. A. Gubern-Mérida, M. Kallenberg, R. Martí and N. Karssemeijer, "Multi-class probabilistic atlas-based segmentation method in breast MRI", Pattern Recognition and Image Analysis: proceedings of 5th Iberian Conference, 2011;5. Abstract/PDF Cited by ~16
  164. B. van Ginneken, "Computer-aided diagnosis in chest imaging: how to improve performance and avoid reinventing the wheel", IEEE International Symposium on Biomedical Imaging, 2010:274. Abstract/PDF DOI Cited by ~2
  165. A. Mendrik, E. Vonken, J. Dankbaar, M. Prokop and B. van Ginneken, "Noise filtering in thin-slice 4D cerebral CT perfusion scans", Medical Imaging, 2010;7623:76230N1-76230N8. Abstract/PDF DOI Cited by ~5
  166. L. Hogeweg, C. Mol, P. de Jong, R. Dawson, H. Ayles and B. van Ginneken, "Fusion of local and global detection systems to detect tuberculosis in chest radiographs", Medical Image Computing and Computer-Assisted Intervention, 2010;6363:650-657. Abstract/PDF DOI PMID Cited by ~71
  167. P. Snoeren, G. Litjens, B. van Ginneken and N. Karssemeijer, "Training a Computer Aided Detection System with Simulated Lung Nodules in Chest Radiographs", The Third International Workshop on Pulmonary Image Analysis, 2010:139-149. Abstract/PDF Cited by ~9
  168. C. Sánchez, M. Niemeijer, M. Suttorp-Schulten, M. Abràmoff and B. van Ginneken, "Improving hard exudate detection in retinal images through a combination of local and contextual information", IEEE International Symposium on Biomedical Imaging, 2010:5-8. Abstract/PDF DOI Cited by ~33
  169. K. Murphy, B. van Ginneken, J. Reinhardt, S. Kabus, K. Ding, X. Deng and J. Pluim, "Evaluation of Methods for Pulmonary Image Registration: The EMPIRE10 Study", Medical Image Analysis for the Clinic - A Grand Challenge, 2010:11-22. Abstract/PDF Cited by ~45
  170. A. Le, Y. Park, K. Ma, C. Jacobs and B. Liu, "Performance evaluation for volumetric segmentation of multiple sclerosis lesions using MATLAB and computing engine in the graphical processing unit (GPU)", Medical Imaging, 2010;7628:76280W-76280W-6. Abstract/PDF DOI
  171. L. Hogeweg, C. Mol, P. de Jong and B. van Ginneken, "Rib suppression in chest radiographs to improve classification of textural abnormalities", Medical Imaging, 2010;7624:76240Y1-76240Y6. Abstract/PDF DOI Cited by ~12
  172. O. Debats, N. Karssemeijer, J. Barentsz and H. Huisman, "Automated classification of lymph nodes in USPIO-enhanced MR-images: a comparison of three segmentation methods", Medical Imaging, 2010;7624:76240Q. Abstract/PDF DOI Cited by ~2
  173. E. Smit, J. Dankbaar, A. Mendrik, B. van Ginneken, E. Vonken and M. Prokop, "Reconstruction of High Quality CT Angiography from Noisy Cerebral CT Perfusion Data", Annual Meeting of the Radiological Society of North America, 2010. Abstract
  174. G. van Schie, M. K. Leifland, E. Moa, M. Hemmendorff and N. Karssemeijer, "The Effect of Slab Size on Mass Detection Performance of a Screen-Film CAD System in Reconstructed Tomosynthesis Volumes", IWDM '10: Proceedings of the 10th international workshop on Digital Mammography, 2010:497-504. Abstract/PDF DOI Cited by ~2
  175. M. Niemeijer, B. van Ginneken and M. Abràmoff, "Automatic determination of the artery vein ratio in retinal images", Medical Imaging, 2010;7624:76240I1-76240I10. Abstract/PDF DOI Cited by ~23
  176. T. Kockelkorn, P. de Jong, H. Gietema, J. Grutters, M. Prokop and B. van Ginneken, "Interactive annotation of textures in thoracic CT scans", Medical Imaging, 2010;7624:76240X1-76240X8. Abstract/PDF DOI Cited by ~11
  177. P. Lo, B. van Ginneken and M. de Bruijne, "Vessel tree extraction using locally optimal paths", IEEE International Symposium on Biomedical Imaging, 2010:680-683. Abstract/PDF DOI Cited by ~25
  178. H. Huisman, P. Vos, G. Litjens, T. Hambrock and J. Barentsz, "Computer aided detection of prostate cancer using t2w, DWI and DCE-MRI: methods and clinical applications", MICCAI} {W}orkshop: {P}rostate {C}ancer {I}maging: {C}omputer {A}ided {D}iagnosis, {P}rognosis, and {I}ntervention, 2010. Abstract/PDF
  179. M. Velikova, P. Lucas and N. Karssemeijer, "Using local context information to improve automatic mammographic mass detection", Studies in Health Technology and Informatics, 2010;160:1291-1295. Abstract/PDF DOI PMID Cited by ~1
  180. E. van Dongen and B. van Ginneken, "Automatic segmentation of pulmonary vasculature in thoracic CT scans with local thresholding and airway wall removal", IEEE International Symposium on Biomedical Imaging, 2010:668-671. Abstract/PDF DOI Cited by ~25
  181. G. Litjens, L. Hogeweg, A. Schilham, P. de Jong, M. Viergever and B. van Ginneken, "Simulation of nodules and diffuse infiltrates in chest radiographs using CT templates", Medical Image Computing and Computer-Assisted Intervention, 2010;6362:396-403. Abstract/PDF DOI PMID Cited by ~3
  182. N. Karssemeijer, "Computer aided detection in breast imaging: more than perception aid", IEEE International Symposium on Biomedical Imaging, 2010:273. Abstract/PDF DOI Cited by ~3
  183. I. Išgum, M. Prokop, P. Jacobs, M. Gondrie, W. Mali, M. Viergever and B. van Ginneken, "Automatic coronary calcium scoring in low-dose non-ECG-synchronized thoracic CT scans", Medical Imaging, 2010;7624:76240M1-76240M8. Abstract/PDF DOI Cited by ~3
  184. T. Kockelkorn, E. van Rikxoort, J. Grutters and B. van Ginneken, "Interactive lung segmentation in CT scans with severe abnormalities", IEEE International Symposium on Biomedical Imaging, 2010:564-567. Abstract/PDF DOI Cited by ~22
  185. C. Sánchez, M. Niemeijer, M. Abràmoff and B. van Ginneken, "Active learning for an efficient training strategy of computer-aided diagnosis systems: application to diabetic retinopathy screening", Medical Image Computing and Computer-Assisted Intervention, 2010;6363:603-610. Abstract/PDF DOI PMID Cited by ~15
  186. C. Gatta, S. Balocco, F. Ciompi, R. Hemetsberger, O. Leor and P. Radeva, "Real-time gating of IVUS sequences based on motion blur analysis: method and quantitative validation", Medical Image Computing and Computer-Assisted Intervention, 2010:59-67. Abstract/PDF DOI Cited by ~27
  187. E. van Rikxoort, J. Goldin, B. van Ginneken, M. Galperin-Aizenberg, C. Ni and M. Brown, "Interactively learning a patient specific k-nearest neighbor classifier based on confidence weighted samples", IEEE International Symposium on Biomedical Imaging, 2010:556-559. Abstract/PDF DOI Cited by ~2
  188. A. Firouzian, R. Manniesing, H. Flach, R. Risselada, F. van Kooten, M. Sturkenboom, A. van der Lugt and W. Niessen, "Intracranial Aneurysm Segmentation in 3D CT Angiography: Method and Quantitative Validation", Medical Imaging, 2010;7623:76233M-1-76233M-8. Abstract/PDF DOI Cited by ~1
  189. J. Seabra, J. Sanches, F. Ciompi and P. Radeva, "Ultrasonographic plaque characterization using a rayleigh mixture model", IEEE International Symposium on Biomedical Imaging, 2010:1-4. Abstract/PDF Cited by ~11
  190. A. Makarau, H. Huisman, R. Mus, M. Zijp and N. Karssemeijer, "Breast MRI intensity non-uniformity correction using mean-shift", Medical Imaging, 2010;7624:76242D. Abstract/PDF DOI Cited by ~6
  191. M. Kallenberg and N. Karssemeijer, "Comparison of Tilt Correction Methods in Full Field Digital Mammograms", IWDM '10: Proceedings of the 10th international workshop on Digital Mammography, 2010:191-196. Abstract/PDF DOI Cited by ~4
  192. S. Muenzing, B. van Ginneken and J. Pluim, "Knowledge Driven Regularization of the Deformation Field for PDE Based Non-Rigid Registration Algorithms", Medical Image Analysis for the Clinic - A Grand Challenge, 2010:127-136. Abstract/PDF Cited by ~13
  193. C. Jacobs, K. Ma, P. Moin and B. Liu, "An automatic quantification system for MS lesions with integrated DICOM structured reporting (DICOM-SR) for implementation within a clinical environment", Medical Imaging, 2010;7628:76280K-76280K-8. Abstract/PDF DOI
  194. G. Litjens, M. Heisen, J. Buurman and B. ter Romeny, "Pharmacokinetic models in clinical practice: what model to use for DCE-MRI of the breast?", IEEE International Symposium on Biomedical Imaging, 2010:185-188. Abstract/PDF Cited by ~11
  195. E. van Rikxoort, M. Galperin-Aizenberg, J. Goldin, T. Kockelkorn, B. van Ginneken and M. Brown, "Multi-classifier semi-supervised classification of tuberculosis patterns on chest CT scans", The Third International Workshop on Pulmonary Image Analysis, 2010:41-48. Abstract/PDF Cited by ~4
  196. F. Ciompi, O. Pujol and P. Radeva, "A meta-learning approach to conditional random fields using error-correcting output codes", International Conference on Pattern Recognition, 2010:710-713. Abstract/PDF Cited by ~5
  197. K. Ma, C. Jacobs, J. Fernandez, L. Amezcua and B. Liu, "The development of a disease oriented eFolder for multiple sclerosis decision support", Medical Imaging, 2010;7628:76280G-76280G-7. Abstract/PDF DOI
  198. P. Lo, B. van Ginneken, J. Reinhardt and M. de Bruijne, "Extraction of Airways from CT (EXACT09)", The Second International Workshop On Pulmonary Image Analysis, 2009:175-189. Abstract/PDF
  199. C. Sánchez, M. Niemeijer, T. Kockelkorn, M. Abràmoff and B. van Ginneken, "Active learning approach for detection of hard exudates, cotton wool spots, and drusen in retinal images", Medical Imaging, 2009;7260:72601I1-72601I8. Abstract/PDF DOI Cited by ~10
  200. S. Kabus, T. Klinder, K. Murphy, B. van Ginneken, C. Lorenz and J. Pluim, "Evaluation of 4D-CT Lung Registration", Medical Image Computing and Computer-Assisted Intervention, 2009;5761:747-754. Abstract/PDF DOI Cited by ~82
  201. M. Kallenberg and N. Karssemeijer, "Using Volumetric Density Estimation in Computer Aided Mass Detection in Mammography", Proceedings of SPIE – Volume 7263, Medical Imaging 2009: Computer-Aided Diagnosis, 2009;7263:72600T. Abstract/PDF DOI Cited by ~2
  202. A. Mendrik, E. Vonken, A. Waaijer, E. Smit, M. Prokop and B. van Ginneken, "Segmentation of arteries and veins on 4D CT perfusion scans for constructing arteriograms and venograms", Medical Imaging, 2009;7259:72590Z1-72590Z7. Abstract/PDF DOI Cited by ~1
  203. G. van Schie and N. Karssemeijer, "Noise model for microcalcification detection in reconstructed tomosynthesis slices", Medical Imaging, 2009;7260:72600M. Abstract/PDF DOI Cited by ~13
  204. M. Niemeijer, M. Garvin, K. Lee, B. van Ginneken, M. Abràmoff and M. Sonka, "Registration of 3D spectral OCT volumes using 3D SIFT feature point matching", Medical Imaging, 2009;7259:72591I-1-72591I-8. Abstract/PDF DOI Cited by ~58
  205. F. Ciompi, O. Pujol, O. Leor, C. Gatta, A. Vida and P. Radeva, "Enhancing in-vitro IVUS data for tissue characterization", Pattern Recognition and Image Analysis, 2009:241-248. Abstract/PDF Cited by ~6
  206. M. Velikova, M. Samulski, P. Lucas and N. Karssemeijer, "Causal Probabilistic Modelling for Two-View Mammographic Analysis", AIME '09: Proceedings of the 12th Conference on Artificial Intelligence in Medicine, 2009:395-404. Abstract/PDF DOI Cited by ~2
  207. P. Vos, T. Hambrock, J. Barentsz and H. Huisman, "Automated calibration for computerized analysis of prostate lesions using pharmacokinetic magnetic resonance images", Medical Image Computing and Computer-Assisted Intervention, 2009;12:836-843. Abstract/PDF PMID Cited by ~14
  208. X. Artaechevarria, A. Muñoz-Barrutia, B. van Ginneken and C. Ortiz-de-Solórzano, "Fast murine airway segmentation and reconstruction in micro-CT images", Medical Imaging, 2009;7262:72620B1-72620B8. Abstract/PDF DOI Cited by ~3
  209. M. Niemeijer, B. van Ginneken and M. Abràmoff, "Automatic classification of retinal vessels into arteries and veins", Medical Imaging, 2009;7260:72601F1-72601F8. Abstract/PDF DOI Cited by ~74
  210. M. Niemeijer, B. van Ginneken and M. Abràmoff, "A Linking Framework for Pixel Classification Based Retinal Vessel Segmentation", Medical Imaging, 2009;7262:726216-1-726216-8. Abstract/PDF DOI Cited by ~14
  211. S. Muenzing, K. Murphy, B. van Ginneken and J. Pluim, "Automatic detection of registration errors for quality assessment in medical image registration", Medical Imaging, 2009;7259:72590K1-72590K9. Abstract/PDF DOI Cited by ~10
  212. D. Vukadinovic, T. van Walsum, S. Rozie, T. de Weert, R. Manniesing, A. van der Lugt and W. Niessen, "Carotid artery segmentation and plaque quantification in CTA", Proc. IEEE Int. Symp. Biomedical Imaging: From Nano to Macro ISBI '09, 2009:835-838. Abstract/PDF DOI Cited by ~11
  213. M. Samulski, A. Hupse, C. Boetes, G. den Heeten and N. Karssemeijer, "Analysis of probed regions in an interactive CAD system for the detection of masses in mammograms", Medical Imaging, 2009;7263:726314. Abstract/PDF DOI Cited by ~4
  214. C. Sánchez, R. Hornero, A. Mayo and M. Garcia, "Mixture model-based clustering and logistic regression for automatic detection of microaneurysms in retinal images", Medical Imaging, 2009;7260:72601M1-72601M8. Abstract/PDF DOI Cited by ~61
  215. Y. Arzhaeva, L. Hogeweg, P. de Jong, M. Viergever and B. van Ginneken, "Global and Local Multi-valued Dissimilarity-Based Classification: Application to Computer-Aided Detection of Tuberculosis", Medical Image Computing and Computer-Assisted Intervention, 2009:724-731. Abstract/PDF DOI Cited by ~24
  216. F. Ciompi, O. Pujol, E. Fernandez-Nofrerias, J. Mauri and P. Radeva, "Ecoc random fields for lumen segmentation in radial artery ivus sequences", Medical Image Computing and Computer-Assisted Intervention, 2009:869-876. Abstract/PDF Cited by ~24
  217. M. Nillesen, R. Lopata, H. Huisman, J. Thijssen, L. Kapusta and C. de Korte, "3D cardiac segmentation using temporal correlation of radio frequency ultrasound data", Medical Image Computing and Computer-Assisted Intervention, 2009;12:927-934. Abstract/PDF DOI PMID Cited by ~13
  218. R. Hupse and N. Karssemeijer, "The use of contextual information for computer aided detection of masses in mammograms", Medical Imaging, 2009;7260:72600Q. Abstract/PDF DOI Cited by ~8
  219. E. van Rikxoort, W. Baggerman and B. van Ginneken, "Automatic segmentation of the airway tree from thoracic CT scans using a multi-threshold approach", The Second International Workshop on Pulmonary Image Analysis, 2009:341-349. Abstract/PDF Cited by ~27
  220. E. van Rikxoort, M. Prokop, B. de Hoop, M. Viergever, J. Pluim and B. van Ginneken, "Automatic segmentation of the pulmonary lobes from fissures, airways, and lung borders: evaluation of robustness against missing data", Medical Image Computing and Computer-Assisted Intervention, 2009:263-271. Abstract/PDF DOI PMID Cited by ~26
  221. C. Gatta, J. Valencia, F. Ciompi, O. Leor and P. Radeva, "Toward robust myocardial blush grade estimation in contrast angiography", Pattern Recognition and Image Analysis, 2009:249-256. Abstract Cited by ~2
  222. E. van Rikxoort, M. de Bruijne and B. van Ginneken, "Integrating local voxel classification and global shape models for medical image segmentation", Medical Imaging, 2008:69144J-1 - 69144J-6. Abstract/PDF DOI Cited by ~1
  223. N. Karssemeijer, A. Hupse, M. Samulski, M. Kallenberg, C. Boetes and G. Heeten, "An Interactive Computer Aided Decision Support System for Detection of Masses in Mammograms", IWDM '08: Proceedings of the 9th international workshop on Digital Mammography, 2008:273-278. Abstract/PDF DOI Cited by ~6
  224. K. Murphy, B. van Ginneken, J. Pluim, S. Klein and M. Staring, "Quantitative Assessment of Registration in Thoracic CT", The First International Workshop on Pulmonary Image Analysis, 2008:203-211. Abstract/PDF Cited by ~3
  225. M. Samulski, N. Karssemeijer, C. Boetes and G. den Heeten, "An Interactive Computer-aided Detection Workstation for Reading Mammograms", 94th Radiological Society of North America Scientific Assembly and Annual Meeting, 2008. Abstract/PDF
  226. M. Samulski and N. Karssemeijer, "Linking mass regions in mediolateral oblique and cranio caudal views", Proceedings of the 14th ASCI conference, 2008:214-221. Abstract
  227. K. Murphy, B. van Ginneken, S. Klein, M. Staring and J. Pluim, "Semi-Automatic Reference Standard Construction for Quantitative Evaluation of Lung CT Registration", Medical Image Computing and Computer-Assisted Intervention, 2008;5242. Abstract/PDF DOI PMID Cited by ~86
  228. N. Karssemeijer, M. Samulski, G. den Heeten and C. Boetes, "Analysis of Observer Performance Based on Probing Patterns in an Interactive CAD System for Mammographic Mass Detection", 94th Radiological Society of North America Scientific Assembly and Annual Meeting, 2008. Abstract
  229. M. Kallenberg and N. Karssemeijer, "The Effect of Training Sample Size on Performance of Mass Detection", IWDM '08: Proceedings of the 9th international workshop on Digital Mammography, 2008:343-349. Abstract/PDF DOI Cited by ~4
  230. M. Niemeijer, M. Abràmoff and B. van Ginneken, "Automated localization of the optic disc and the fovea", Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008:3538-3541. Abstract/PDF DOI PMID Cited by ~32
  231. B. van Ginneken, A. Tan, K. Murphy, B. de Hoop and M. Prokop, "Automated detection of nodules attached to the pleural and mediastinal surface in low-dose CT scans", Medical Imaging, 2008;6915:69150X1-69150X10. Abstract/PDF DOI
  232. M. Velikova, P. Lucas, N. Ferreira, M. Samulski and N. Karssemeijer, "A decision support system for breast cancer detection in screening programs", Proceeding of the 2008 conference on ECAI 2008, 2008:658-662. Abstract Cited by ~15
  233. M. Velikova, M. Samulski, N. Karssemeijer and P. Lucas, "Toward Expert Knowledge Representation for Automatic Breast Cancer Detection", AIMSA '08: Proceedings of the 13th international conference on Artificial Intelligence, 2008:333-344. Abstract/PDF DOI Cited by ~4
  234. M. Samulski and N. Karssemeijer, "Matching mammographic regions in mediolateral oblique and cranio caudal views: a probabilistic approach", Medical Imaging, 2008;6915:69151M. Abstract/PDF DOI Cited by ~20
  235. B. van Ginneken, W. Baggerman and E. van Rikxoort, "Robust segmentation and anatomical labeling of the airway tree from thoracic CT scans", Medical Image Computing and Computer-Assisted Intervention, 2008;5241:219-226. Abstract/PDF DOI PMID Cited by ~95
  236. R. Hupse and N. Karssemeijer, "Feature selection for computer-aided detection: comparing different selection criteria", Medical Imaging, 2008;6915:691503. Abstract/PDF DOI Cited by ~4
  237. G. van Schie and N. Karssemeijer, "Detection of Microcalcifications Using a Nonuniform Noise Model", IWDM '08: Proceedings of the 9th international workshop on Digital Mammography, 2008:378-384. Abstract/PDF DOI Cited by ~10
  238. M. Niemeijer, M. Garvin, B. van Ginneken, M. Sonka and M. Abràmoff, "Vessel segmentation in 3D spectral OCT scans of the retina", Medical Imaging, 2008;6914. Abstract/PDF DOI Cited by ~88
  239. M. Kallenberg and N. Karssemeijer, "The Effect of Training with SFM Images in a FFDM CAD System", Proceedings of SPIE – Volume 6915, Medical Imaging 2008: Computer-Aided Diagnosis, 2008;6915:691510. Abstract/PDF DOI Cited by ~1
  240. D. Vukadinovic, T. van Walsum, R. Manniesing, A. van der Lugt, T. de Weert and W. Niessen, "AdaBoost Classification for Model Based Segmentation of the Outer Vessel Wall", Medical Imaging, 2008;6914:691418-1 - 691418-8. Abstract/PDF DOI
  241. P. Vos, T. Hambrock, J. Barentsz and H. Huisman, "Combining T2-weighted with dynamic MR images for computerized classification of prostate lesions", Medical Imaging: Computer-Aided Diagnosis, 2008;6915. Abstract Cited by ~12
  242. E. van Rikxoort, I. Išgum, M. Staring, S. Klein and B. van Ginneken, "Adaptive Local Multi-Atlas Segmentation: Application to Heart Segmentation in Chest CT Scans", Medical Imaging, 2008:691407-1-691407-6. Abstract/PDF DOI Cited by ~24
  243. M. García, C. Sánchez, M. López, A. Díez and R. Hornero, "Automatic detection of red lesions in retinal images using a multilayer perceptron neural network", Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008;2008:5425-5428. Abstract/PDF DOI PMID Cited by ~48
  244. N. Karssemeijer, M. Samulski, M. Kallenberg, A. Hupse, C. Boetes and G. den Heeten, "Effectiveness of an Interactive CAD System for Mammographic Mass Detection", 94th Radiological Society of North America Scientific Assembly and Annual Meeting, 2008. Abstract
  245. B. van Ginneken, T. Heimann and M. Styner, "3D Segmentation in the Clinic: A Grand Challenge", 3D Segmentation in the Clinic: A Grand Challenge, 2007:7-15. Abstract/PDF
  246. K. Murphy, A. Schilham, H. Gietema, M. Prokop and B. van Ginneken, "Automated detection of pulmonary nodules from low-dose computed tomography scans using a two-stage classification system based on local image features", Medical Imaging, 2007;6514:651410-1-651410-12. Abstract/PDF DOI Cited by ~22
  247. R. Manniesing and W. Niessen, "Automatic Segmentation of the Internal Carotid Arteries through the Skull Base", Medical Imaging, 2007;6512:65120I-1 -65120I-5. Abstract/PDF DOI Cited by ~2
  248. P. Vos, T. Hambrock, J. Fütterer, C. De Hulsbergen-van Kaa, J. Barentsz and H. Huisman, "Effect of calibration on computerized analysis of prostate lesions using quantitative dynamic contrast-enhanced magnetic resonance imaging", Medical Imaging: Computer-Aided Diagnosis, 2007;6514. Abstract Cited by ~7
  249. M. Samulski, N. Karssemeijer, P. Lucas and P. Groot, "Classification of mammographic masses using support vector machines and Bayesian networks", Medical Imaging, 2007;6514:65141J. Abstract/PDF DOI Cited by ~13
  250. Y. Arzhaeva, E. van Rikxoort and B. van Ginneken, "Automated segmentation of caudate nucleus in MR brain images with voxel classification", 3D Segmentation in the Clinic: A Grand Challenge, 2007:65-72. Abstract/PDF Cited by ~5
  251. E. van Rikxoort, Y. Arzhaeva and B. van Ginneken, "A multi-atlas approach to automatic segmentation of the caudate nucleus in MR brain images", 3D Segmentation in the Clinic: A Grand Challenge, 2007:29-36. Abstract/PDF Cited by ~12
  252. M. García, R. Hornero, C. Sánchez, M. López and A. Díez, "Feature extraction and selection for the automatic detection of hard exudates in retinal images", Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007:4969-4972. Abstract DOI PMID Cited by ~59
  253. H. Huisman and N. Karssemeijer, "Chestwall segmentation in 3D breast ultrasound using a deformable volume model", Information Processing in Medical Imaging, 2007:245-256. Abstract/PDF DOI PMID Cited by ~6
  254. M. Schaap, R. Manniesing, I. Smal, T. van Walsum, A. van der Lugt and W. Niessen, "Bayesian tracking of tubular structures and its application to carotid arteries in CTA", Medical Image Computing and Computer-Assisted Intervention, 2007;10:562-570. Abstract/PDF DOI PMID Cited by ~58
  255. E. van den Broek, E. van Rikxoort, T. Kok and T. Schouten, "M-HinTS: Mimicking Humans in Texture Sorting", Human Vision and Electronic Imaging XI, 2006:332-343. Abstract/PDF DOI Cited by ~3
  256. B. van Ginneken, "Supervised probabilistic segmentation of pulmonary nodules in CT scans", Medical Image Computing and Computer-Assisted Intervention, 2006;4191:912-919. Abstract/PDF DOI PMID Cited by ~42
  257. C. Sánchez, A. Mayo, M. García, M. López and R. Hornero, "Automatic image processing algorithm to detect hard exudates based on mixture models", Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2006;1:4453-4456. Abstract DOI PMID Cited by ~33
  258. Y. Arzhaeva, B. van Ginneken and D. Tax, "Image classification from generalized image distance features: application to detection of interstitial disease in chest radiographs", International Conference on Pattern Recognition, 2006. Abstract/PDF DOI Cited by ~4
  259. M. Loog and B. van Ginneken, "Bony Structure Suppression in Chest Radiographs", Computer Vision Approaches to Medical Image Analysis, 2006;4241:166-177. Abstract/PDF DOI Cited by ~12
  260. J. Poza, G. Vecilla, R. Hornero, M. López, C. Sánchez and A. Díez, "TeleOftalWeb 3.0: Web-based ophthalmologic medical record", Telemedicine in Future Health, 2006. Abstract
  261. A. Mendrik, E. Vonken, A. Schilham, M. Viergever and B. van Ginneken, "Hybrid diffusion compared with existing diffusion schemes on simulated low dose CT scans", IEEE International Symposium on Biomedical Imaging, 2006:1008-1011. Abstract/PDF DOI Cited by ~4
  262. M. García, C. Sánchez, A. Díez, M. López and R. Hornero, "Detection of hard exudates based on neural networks as a diagnostic aid in the screening for diabetic retinopathy", Telemedicine in Future Health, 2006. Abstract Cited by ~5
  263. C. Sánchez, M. López, M. García, A. Mayo and R. Hornero, "Automated retinal image analysis in a diabetic retinopathy telescreening program", Telemedicine in Future Health, 2006. Abstract
  264. B. van Ginneken and A. Mendrik, "Image Denoising with k-nearest Neighbor and Support Vector Regression", International Conference on Pattern Recognition, 2006;3:603-606. Abstract/PDF DOI Cited by ~15
  265. R. Manniesing and W. Niessen, "Shape Constrained Vessel Centerline Extraction by Integrating Surface Evolution and Topology Analysis", IEEE International Symposium on Biomedical Imaging, 2006:165-168. Abstract/PDF DOI Cited by ~4
  266. E. van Rikxoort and B. van Ginneken, "A pattern recognition approach to enhancing structures in 3D CT data", Medical Imaging, 2006:61441O-1-61441O-8. Abstract/PDF DOI Cited by ~4
  267. M. Klik, E. van Rikxoort, J. Peters, H. Gietema, M. Prokop and B. van Ginneken, "Improved classification of pulmonary nodules by automated detection of benign subpleural lymph nodes", IEEE International Symposium on Biomedical Imaging, 2006:494-497. Abstract/PDF DOI Cited by ~11
  268. A. Schilham and B. van Ginneken, "Simulating nodules in chest radiographs with real nodules from multi-slice CT images", Medical Imaging, 2006:614456-1-614456-8. Abstract/PDF DOI Cited by ~2
  269. Y. Arzhaeva, D. Tax and B. van Ginneken, "Improving computer-aided diagnosis of interstitial disease in chest radiographs by combining one-class and two-class classifiers", Medical Imaging, 2006;6144:614458-1-614458-8. Abstract/PDF DOI Cited by ~12
  270. R. Manniesing and W. Niessen, "Multiscale vessel enhancing diffusion in CT angiography noise filtering", Information Processing in Medical Imaging, 2005;3565:138-149. Abstract/PDF DOI PMID Cited by ~46
  271. N. Karssemeijer, P. Snoeren and W. Zhang, "Linearization of mammograms using parameters derived from noise characteristics", Information Processing in Medical Imaging, 2005;3565:258-269. Abstract/PDF DOI PMID Cited by ~3
  272. S. van Engeland, C. Varela, S. Timp, P. Snoeren and N. Karssemeijer, "Using context for mass detection and classification in mammograms", Medical Imaging, 2005;5794:94-102. Abstract/PDF DOI Cited by ~5
  273. E. van den Broek and E. van Rikxoort, "Parallel-Sequential Texture Analysis", Proceedings of the Third International Conference on Advances in Pattern Recognition, 2005:532-541. Abstract/PDF DOI Cited by ~9
  274. D. Abásolo, C. Gómez, J. Poza, M. García, C. Sánchez and M. López, "EEG background activity analysis in Alzheimer's disease patients with sample entropy", International Conference on Computational Bioengineering, 2005:1067-1076. Abstract Cited by ~3
  275. I. Išgum, B. van Ginneken, A. Rutten and M. Prokop, "Automated coronary calcification detection and scoring", 4th International Symposium on Image and Signal Processing and Analysis, 2005:127-132. Abstract/PDF Cited by ~6
  276. E. van den Broek, E. van Rikxoort and T. Schouten, "Human-centered object-based image retrieval", Proceedings of the Third International Conference on Advances in Pattern Recognition, 2005:492-501. Abstract/PDF DOI Cited by ~19
  277. M. Niemeijer, B. van Ginneken, F. ter Haar and M. Abràmoff, "Automatic Detection of the Optic Disc, Fovea and Vascular Arch in Digital Color Photographs of the Retina", Proceedings of the British Machine Vision Conference, 2005:109-118. Abstract/PDF Cited by ~26
  278. A. Schilham, M. Prokop, H. Gietema and B. van Ginneken, "Local noise reduction for emphysema scoring in low-dose CT images", Medical Imaging, 2005;5747:921-929. Abstract/PDF DOI
  279. P. Snoeren and N. Karssemeijer, "Thickness correction of mammographic images by anisotropic filtering and interpolation of dense tissue", Medical Imaging, 2005;5747:1521-1527. Abstract/PDF DOI Cited by ~18
  280. E. van Rikxoort, E. van den Broek and T. Schouten, "Mimicking human texture classification", Human Vision and Electronic Imaging X, 2005:215-226. Abstract/PDF DOI Cited by ~8
  281. S. van Engeland and N. Karssemeijer, "Regrouping initial CAD mass detections to facilitate classification of suspicious regions in mammography", Medical Imaging, 2005;5747:975-986. Abstract/PDF DOI Cited by ~2
  282. M. Niemeijer, M. Abràmoff and B. van Ginneken, "Automatic detection of the presence of bright lesions in color fundus photographs", The 3rd European Medical and Biological Engineering Conference, 2005:1832 (1-6). Abstract/PDF Cited by ~15
  283. M. Loog and B. van Ginneken, "Static posterior probability fusion for signal detection: applications in the detection of interstitial diseases in chest radiographs", International Conference on Pattern Recognition, 2004:644-647. Abstract/PDF DOI Cited by ~36
  284. M. Loog, B. van Ginneken and M. Nielsen, "Detection of interstitial lung disease in PA chest radiographs", Medical Imaging, 2004;5368:848-855. Abstract/PDF DOI Cited by ~10
  285. C. Sánchez, R. Hornero, M. López and J. Poza, "Retinal image analysis to detect and quantify lesions associated with diabetic retinopathy", Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2004;3:1624-1627. Abstract DOI PMID Cited by ~116
  286. E. van den Broek and E. van Rikxoort, "Evaluation of color representation for texture analysis", Proceedings of the 16th Belgian Dutch Artificial Intelligence Conference (BNAIC), 2004:35-42. Abstract/PDF Cited by ~51
  287. R. Manniesing and W. Niessen, "Local Speed Functions in Level Set Based Vessel Segmentation", Medical Image Computing and Computer-Assisted Intervention, 2004;3216:475-482. Abstract/PDF DOI Cited by ~41
  288. I. Sluimer, M. Niemeijer and B. van Ginneken, "Lung field segmentation from thin-slice CT scans in presence of severe pathology", Medical Imaging, 2004;5370:1447-1455. Abstract/PDF DOI Cited by ~32
  289. J. Staal, B. van Ginneken and M. Viergever, "Automatic rib segmentation in CT data", Computer Vision Approaches to Medical Image Analysis and Mathematical Methods in Biomedical Image Analysis, 2004;3117:193-204. Abstract/PDF Cited by ~16
  290. R. Hornero, C. Sánchez and M. López, "Automated retinal image analysis in a teleophthalmology diabetic retinopathy screening program", Telemedicine Journal and e-Health, 2004. Abstract Cited by ~1
  291. R. Hornero, D. Abásolo, J. Poza, C. Sánchez, P. Espino and R. de la Rosa, "Use of wavelets packets to compare electroencephalogram signal (EEG) in patiens with Alzheimer's disease and control subjects", International Workshop of Systems, Signals and Image Processing, 2004:35-38. Abstract
  292. M. Niemeijer, J. Staal, B. van Ginneken, M. Loog and M. Abràmoff, "Comparative Study of Retinal Vessel Segmentation Methods on a New Publicly Available Database", Medical Imaging, 2004;5370:648-656. Abstract/PDF DOI Cited by ~849
  293. N. Karssemeijer, J. Otten, A. Roelofs, S. van Woudenberg and J. Hendriks, "Effect of independent multiple reading of mammograms on detection performance", Medical Imaging, 2004;5372:82-89. Abstract/PDF DOI Cited by ~11
  294. M. Loog, B. van Ginneken and R. Duin, "Dimensionality reduction by canonical contextual correlation projections", European Conference on Computer Vision, 2004;3021:562-573. Abstract/PDF DOI Cited by ~20
  295. A. Roelofs, S. van Woudenberg, J. Hendriks, C. Evertsz and N. Karssemeijer, "Effects of computer-aided diagnosis on radiologists' detection of breast masses", Digital Mammography, 2004:219-224. Abstract
  296. B. van Ginneken and M. Loog, "Pixel Position Regression - Application to medical image segmentation", International Conference on Pattern Recognition, 2004:718-721. Abstract/PDF DOI Cited by ~11
  297. I. Išgum, B. van Ginneken and M. Prokop, "A pattern recognition approach to automated coronary calcium scoring", International Conference on Pattern Recognition, 2004. Abstract/PDF DOI Cited by ~10
  298. R. Manniesing, B. Velthuis, M. van Leeuwen and W. Niessen, "Skeletonization for re-initialization in level set-based vascular tree segmentation", Medical Imaging, 2004;5370:506-514. Abstract/PDF DOI Cited by ~6
  299. T. Roelofs, S. van Woudenberg, J. Hendriks and N. Karssemeijer, "Optimized soft-copy display of digitized mammograms", Medical Imaging, 2003;5034:10-19. Abstract DOI Cited by ~5
  300. M. Niemeijer, B. van Ginneken, C. Maas, F. Beek and M. Viergever, "Assessing the Skeletal Age From a Hand Radiograph: Automating the Tanner-Whitehouse Method", Medical Imaging, 2003;5032:1197-1205. Abstract/PDF DOI Cited by ~77
  301. P. Snoeren and N. Karssemeijer, "Gray scale registration of mammograms using a model of image acquisition", Information Processing in Medical Imaging, 2003;18:401-412. Abstract/PDF DOI PMID Cited by ~6
  302. M. López, C. Sánchez and R. Hornero, "Retinal image analysis to detect and quantify lesions associated with diabetic retinopathy", Association for Research in Vision and Ophthalmology, 2003. Abstract Cited by ~4
  303. S. van Engeland, P. Snoeren, N. Karssemeijer and J. Hendriks, "Optimized perception of lesion growth in mammograms using digital display", Medical Imaging, 2003;5034:25-31. Abstract DOI Cited by ~8
  304. M. de Bruijne, B. van Ginneken, W. Niessen, M. Loog and M. Viergever, "Model-based segmentation of abdominal aortic aneurysms in CTA images", Medical Imaging, 2003;5032:1560-1571. Abstract/PDF DOI Cited by ~25
  305. C. Varela, J. Muller and N. Karssemeijer, "Mammographic mass characterization using sharpness and lobulation measures", Medical Imaging, 2003;5032:120-129. Abstract/PDF DOI Cited by ~2
  306. M. Loog, B. van Ginneken and M. Viergever, "Segmenting the posterior ribs in chest radiographs by iterated contextual pixel classification", Medical Imaging, 2003;5032:609-618. Abstract/PDF DOI Cited by ~8
  307. M. de Bruijne, B. van Ginneken, M. Viergever and W. Niessen, "Adapting Active Shape Models for 3D segmentation of tubular structures in medical images", Information Processing in Medical Imaging, 2003;2732:136-147. Abstract/PDF DOI PMID Cited by ~185
  308. A. Schilham, B. van Ginneken and M. Loog, "Multi-scale nodule detection in chest radiographs", Medical Image Computing and Computer-Assisted Intervention, 2003;2878:602-609. Abstract/PDF DOI Cited by ~36
  309. M. de Bruijne, B. van Ginneken, L. Bartels, M. van der Laan, J. Blankensteijn, W. Niessen and M. Viergever, "Automated Segmentation of Abdominal Aortic Aneurysms in Multi-spectral MR Images", Medical Image Computing and Computer-Assisted Intervention, 2003;2879:538-545. Abstract/PDF DOI Cited by ~18
  310. B. van Ginneken, M. de Bruijne, M. Loog and M. Viergever, "Interactive Shape Models", Medical Imaging, 2003;5032:1206-1216. Abstract/PDF DOI Cited by ~34
  311. I. Išgum, B. van Ginneken and M. Viergever, "Automatic detection of calcifications in the aorta from abdominal CT scans", Computer Assisted Radiology and Surgery, 2003:1037-1042. Abstract/PDF DOI Cited by ~4
  312. S. Timp, N. Karssemeijer and J. Hendriks, "Analysis of changes in masses using contrast and size measures", IWDM '02: Proceedings of the 6th international workshop on Digital Mammography, 2002:240-242. Abstract DOI Cited by ~10
  313. J. Staal, S. Kalitzin, B. van Ginneken, M. Abràmoff, T. Berendschot and M. Viergever, "Classifying convex sets for vessel detection in retinal images", IEEE International Symposium on Biomedical Imaging, 2002:269-272. Abstract/PDF DOI Cited by ~12
  314. M. de Bruijne, B. van Ginneken, W. Niessen, J. Maintz and M. Viergever, "Active shape model based segmentation of abdominal aortic aneurysms in CTA images", Medical Imaging, 2002;4684:463-474. Abstract/PDF DOI Cited by ~61
  315. M. Loog and B. van Ginneken, "Supervised segmentation by Iterated Contextual Pixel Classification", International Conference on Pattern Recognition, 2002:925-928. Abstract/PDF DOI Cited by ~31
  316. I. Sluimer and B. van Ginneken, "Detection of abnormal tissue in HRCT scans of the chest", Computer Assisted Radiology and Surgery, 2002:1101. Abstract DOI Cited by ~2
  317. B. van Ginneken, B. ter Romeny and M. Viergever, "Automatic segmentation and texture analysis of PA chest radiographs to detect abnormalities related to interstitial disease and tuberculosis", Computer Assisted Radiology and Surgery, 2002:685-688. Abstract DOI Cited by ~3
  318. S. van Engeland and N. Karssemeijer, "Matching breast lesions in multiple mammographic views", Medical Image Computing and Computer-Assisted Intervention, 2001;2208/2010:1172-1173. Abstract/PDF DOI Cited by ~6
  319. B. van Ginneken, "Towards a clinical chest workstation", Proceedings of VISIM, 2001. Abstract/PDF
  320. B. van Ginneken, A. Frangi, J. Staal, B. ter Romeny and M. Viergever, "A non-linear gray-level appearance model improves active shape model segmentation", IEEE Workshop on Mathematical Models in Biomedical Image Analysis, 2001:205-212. Abstract/PDF DOI Cited by ~52
  321. B. van Ginneken and B. ter Romeny, "Automatic delineation of ribs in frontal chest radiographs", Medical Imaging, 2000;3979:825-836. Abstract/PDF DOI Cited by ~43
  322. R. Manniesing, I. Karkowski and H. Corporaal, "Automatic SIMD Parallelization of Embedded Applications Based on Pattern Recognition", Sixth International Euro-Par Conference on Parallel Processing, 2000:349-356. Abstract/PDF DOI Cited by ~23
  323. R. Manniesing, I. Karkowski and H.Corporaal, "Evaluation of a Potential for Automatic SIMD Parallelization of Embedded Applications", Fifth Annual Conference of the Advanced School for Computing and Imaging, 1999:103-110. Abstract/PDF Cited by ~3
  324. G. te Brake, M. Stoutjesdijk and N. Karssemeijer, "Discrete dynamic contour model for mass segmentation in digital mammograms", Medical Imaging, 1999;3661:911-919. Abstract DOI Cited by ~9
  325. W. Veldkamp and N. Karssemeijer, "Improved method for detection of microcalcification clusters in digital mammograms", Medical Imaging, 1999;3661:512-522. Abstract DOI Cited by ~30
  326. N. Karssemeijer, "Local orientation distribution as a function of spatial scale for detection of masses in mammograms", Information Processing in Medical Imaging, 1999;1613:280-293. Abstract/PDF DOI Cited by ~20
  327. B. van Ginneken and B. ter Romeny, "Applications of locally orderless images", Scale-Space Theories in Computer Vision, 1999;1682:10-21. Abstract/PDF DOI Cited by ~23
  328. B. van Ginneken and B. ter Romeny, "Automatic segmentation of lung fields in chest radiographs", Medical Image Computing and Computer-Assisted Intervention, 1999;1679:184-191. Abstract/PDF DOI Cited by ~8
  329. R. Manniesing, R. Kleihorst, R. van der Vleuten and E. Hendriks, "Implementation of Lossless Coding for Embedded Compression", IEEE} Program for Research on Integrated Systems and Circuits/Workshop on Circuits, Systems and Signal Processing, 1998. Abstract/PDF Cited by ~8
  330. K. Dana, B. van Ginneken, S. Nayar and J. Koenderink, "Reflectance and texture of real-world surfaces", Computer Vision and Pattern Recognition, 1997:151-157. Abstract/PDF DOI
  331. M. Stavridi, B. van Ginneken and J. Koenderink, "Surface BRDF and texture of bricks", Three-Dimensional and Unconventional Imaging for Industrial Inspection and Metrology, 1996;2599:406-417. Abstract/PDF DOI Cited by ~4
  332. F. Leymarie, A. de la Fortelle, J. Koenderink, A. Kappers, M. Stavridi, B. van Ginneken, S. Muller, S. Krake, O. Faugeras, L. Robert, C. Gauclin, S. Laveau and C. Zeller, "REALISE: reconstruction of REALity from Image SEquences", International Conference on Image Processing, 1996:651-654. Abstract/PDF DOI Cited by ~19
  333. N. Karssemeijer, "Common database for research in mammographic image analysis", Medical Imaging, 1993;1905:542-543. Abstract DOI Cited by ~9
  334. N. Karssemeijer, "Recognition of clustered microcalcifications using a random field model", Medical Imaging, 1993;1905:776-786. Abstract/PDF DOI Cited by ~51
  335. N. Karssemeijer and L. van Erning, "Iso-precision scaling of digitized mammograms to facilitate image analysis", Medical Imaging, 1991;1445:166-177. Abstract/PDF DOI Cited by ~28

Abstracts

  1. J. Bokhorst, I. Nagtegaal, I. Zlobec, A. Lugli, M. Vieth, R. Kirsch, J. van der Laak and F. Ciompi, "Deep learning based tumor bud detection in pan-cytokeratin stained colorectal cancer whole-slide images", European Congress of Pathology, 2020. Abstract
  2. T. Riepe, M. Hosseinzadeh, P. Brand, and H. Huisman, "Anisotropic Deep Learning Multi-planar Automatic Prostate Segmentation", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2020. Abstract/PDF
  3. C. Mercan, M. Balkenhol, J. Laak and F. Ciompi, "Grading nuclear pleomorphism in breast cancer using deep learning", European Congress of Pathology, 2020. Abstract
  4. J. Bokhorst, F. Ciompi, I. Zlobec, A. Lugli, M. Vieth, R. Kirsch, J. van der Laak and I. Nagtegaal, "Computer-assisted hot-spot selection for tumor budding assessment in colorectal cancer", European Congress of Pathology, 2020. Abstract
  5. W. Sanderink, J. Teuwen, L. Appelman, I. Sechopoulos, N. Karssemeijer and R. Mann, "Simultaneous multi-slice single-shot DWI compared to routine read-out-segmented DWI for evaluation of breast lesions", ISMRM Benelux, 2020. Abstract
  6. H. van Zeeland, J. Meakin, B. Liefers, C. González-Gonzalo, A. Vaidyanathan, B. van Ginneken, C. Klaver and C. Sánchez, "EyeNED workstation: Development of a multi-modal vendor-independent application for annotation, spatial alignment and analysis of retinal images", Association for Research in Vision and Ophthalmology, 2019. Abstract Cited by ~1
  7. B. Liefers, J. Colijn, C. González-Gonzalo, A. Vaidyanathan, H. van Zeeland, P. Mitchell, C. Klaver and C. Sánchez, "Prediction of areas at risk of developing geographic atrophy in color fundus images using deep learning", Association for Research in Vision and Ophthalmology, 2019. Abstract
  8. W. Bulten, H. Pinckaers, C. Hulsbergen-van de Kaa and G. Litjens, "Automated Gleason Grading of Prostate Biopsies Using Deep Learning", United States and Canadian Academy of Pathology (USCAP) 108th Annual Meeting, 2019. Abstract Cited by ~9
  9. C. González-Gonzalo, B. Liefers, A. Vaidyanathan, H. van Zeeland, C. Klaver and C. Sánchez, "Opening the "black box"? of deep learning in automated screening of eye diseases", Association for Research in Vision and Ophthalmology, 2019. Abstract
  10. C. Jacobs and B. van Ginneken, "Deep learning for detection and characterization of lung nodules", Annual Meeting of the European Society of Thoracic Imaging, 2019. Abstract
  11. M. Silva, G. Milanese, F. Sabia, C. Jacobs, B. van Ginneken, M. Prokop, C. Schaefer-Prokop, A. Marchiano, N. Sverzellati and U. Pastorino, "Lung cancer risk after baseline round of screening: Only 20% of NLST eligibles require annual round", Annual Meeting of the European Society of Thoracic Imaging, 2019. Abstract
  12. D. Grob, L. Oostveen, C. Jacobs, M. Prokop, C. Schaefer-Prokop, I. Sechopoulos and M. Brink, "Intra-patient comparison of pulmonary nodule enhancement in subtraction CT and dual-energy CT", Annual Meeting of the European Society of Thoracic Imaging, 2019. Abstract
  13. D. Valkenburg, E. Runhart, B. Liefers, S. Lambertus, C. Sánchez, F. Cremers, B. Nathalie M and C. Hoyng, "Familial discordance in disease phenotype in siblings with Stargardt disease", Association for Research in Vision and Ophthalmology, 2019. Abstract
  14. T. van den Heuvel, B. van Ginneken and C. de Korte, "Improving Maternal Care In Resource-Limited Settings Using A Low-Cost Ultrasound Device And Machine Learning", Dutch Bio-Medical Engineering Conference, 2019. Abstract/PDF
  15. W. Sanderink, J. Teuwen, L. Appelman, I. Sechopoulos, N. Karssemeijer and R. Mann, "Simultaneous multi-slice single-shot DWI compared to routine read-out-segmented DWI for evaluation of breast lesions", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2019. Abstract
  16. J. Engelberts, C. González-Gonzalo, C. Sánchez and M. van Grinsven, "Automatic Segmentation of Drusen and Exudates on Color Fundus Images using Generative Adversarial Networks", Association for Research in Vision and Ophthalmology, 2019. Abstract
  17. C. Jacobs, E. Scholten, A. Schreuder, M. Prokop and B. van Ginneken, "An observer study comparing radiologists with the prize-winning lung cancer detection algorithms from the 2017 Kaggle Data Science Bowl", Annual Meeting of the Radiological Society of North America, 2019. Abstract
  18. J. Bokhorst, H. Dawson, A. Blank, I. Zlobec, A. Lugli, M. Vieth, R. Kirsch, M. Urbanowicz, S. Brockmoeller, J. Flejou, L. Rijstenberg, J. van der Laak, F. Ciompi and I. Nagtegaal, "Assessment of tumor buds in colorectal cancer. A large-scale international digital observer study", European Congress of Pathology, 2019. Abstract
  19. M. Silva, G. Milanese, F. Sabia, C. Jacobs, B. van Ginneken, M. Prokop, C. Schaefer-Prokop, S. Sestini, A. Marchiano, N. Sverzellati and U. Pastorino, "Lung Cancer Screening in NLST Eligibles: Tailoring Annual Low-Dose Computed Tomography by Post-Test Risk Stratification", Annual Meeting of the Radiological Society of North America, 2019. Abstract
  20. G. Chlebus, G. Humpire Mamani, A. Schenk, B. van Ginneken and H. Meine, "Mimicking radiologists to improve the robustness of deep-learning based automatic liver segmentation", Annual Meeting of the Radiological Society of North America, 2019. Abstract
  21. K. Koschmieder, A. van der Eerden, B. van Ginneken and R. Manniesing, "Brain Extraction in Susceptibility-Weighted MR Images using Deep Learning", Annual Meeting of the Radiological Society of North America, 2018. Abstract/PDF
  22. A. Schreuder, C. Jacobs, L. Gallardo-Estrella, C. and Schaefer-Prokop, W. Fukumoto, M. Prokop and B. van Ginneken, "Normalized emphysema score progression: An improved CT biomarker for mortality", Annual Meeting of the Radiological Society of North America, 2018. Abstract
  23. B. van Ginneken, "Deep Machine Learning for Screening LDCT", Journal of Thoracic Oncology, 2018;13:S190. Abstract/PDF
  24. M. Meijs, A. Patel, S. van de Leemput, B. van Ginneken, M. Prokop and R. Manniesing, "Fast, Robust and Accurate Segmentation of the Complete Cerebral Vasculature in 4D-CTA using Deep Learning", Annual Meeting of the Radiological Society of North America, 2018. Abstract/PDF
  25. A. Schreuder, C. Schaefer-Prokop, E. Scholten, D. Lynch, J. Charbonnier and C. Jacobs, "Perifissural nodule count as a biomarker for COPD GOLD stages and emphysema measurements?", European Societies of Cardiovascular Radiology and Thoracic Imaging Joint Meeting, 2018. Abstract
  26. A. Schreuder, B. van Ginneken, E. Scholten, C. Jacobs, M. Prokop, N. Sverzellati, S. Desai, A. Devaraj and C. Schaefer-Prokop, "What is a perifissural nodule? Low inter-observer agreement in NLST data", European Societies of Cardiovascular Radiology and Thoracic Imaging joint meeting, 2018. Abstract
  27. M. Hermsen, T. de Bel, M. den Boer, E. Steenbergen, J. Kers, S. Florquin, B. Smeets, L. Hilbrands and J. van der Laak, "Glomerular detection, segmentation and counting in PAS-stained histopathological slides using deep learning", Dutch Federation of Nephrology (NfN) Fall Symposium, 2018. Abstract/PDF
  28. E. Smeets, J. Teuwen, J. van der Laak, M. Gotthardt, F. Ciompi and E. Aarntzen, "Tumor heterogeneity as a PET-biomarker predicts overall survival of pancreatic cancer patients", European Society for Molecular Imaging, 2018. Abstract
  29. M. Hall, A. Setio, S. Sheridan, M. Sproule, M. Williams, E. Scholten, C. Jacobs, B. Van Ginneken and G. Roditi, "Computer aided detection (CAD) and scoring of lung nodules in a Scottish lung cancer screening programme", European Congress of Radiology, 2018. Abstract DOI
  30. A. van der Eerden, T. van den Heuvel, B. Geurts, B. Platel, T. Vyveree, L. van den Hauwee, T. Andriessen, B. Goraj and R. Manniesing, "Automatic versus human detection of traumatic cerebral microbleeds on susceptibility weighted imaging", European Congress of Radiology, 2018. Abstract
  31. F. Meijer, P. Willems, M. Meijs and R. Manniesing, "Color-mapping visualization of 4D-CTA in neurovascular disease", European Society of Neuroradiology, 2018. Abstract/PDF
  32. B. van Ginneken, "Real-Life Artificial Intelligence Applications", Journal of the Belgian Society of Nephrology, 2018. Abstract/PDF DOI Cited by ~1
  33. A. Schreuder, C. Jacobs, N. Lessmann, E. Scholten, I. Isgum, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Improved Lung Cancer and Mortality Prediction Accuracy Using Survival Models Based on Semi-Automatic CT Image Measurements", World Conference on Lung Cancer, 2018. Abstract
  34. A. Patel, F. Meijer, M. Prokop, B. van Ginneken and R. Manniesing, "Robust segmentation of the cranial cavity in non-contrast CT and CT perfusion of the brain", European Congress of Radiology, 2017. Abstract
  35. M. Meijs, S. Pegge, M. Prokop, B. van Ginneken, F. Meijer and R. Manniesing, "Detection of vessel occlusion in acute stroke is facilitated by color-coded 4D-CTA", European Congress of Radiology, 2017. Abstract/PDF
  36. F. Venhuizen, S. Schaffhauser, V. Schreur, B. Liefers, B. van Ginneken, C. Hoyng, T. Theelen, E. de Jong and C. Sánchez, "Fully automated detection of hyperreflective foci in optical coherence tomography", Association for Research in Vision and Ophthalmology, 2017. Abstract
  37. J. Gomez, C. Sánchez, B. Liefers, F. Venhuizen, G. Fatti, A. Morilla-Grasa, Y. Cartagena, A. Cabarcos, A. Santos, M. Ledesma-Carbayo and A. Anton-Lopez, "Automated Analysis of Retinal Images for detection of Glaucoma based on Convolutional Neural Networks", Association for Research in Vision and Ophthalmology, 2017. Abstract Cited by ~2
  38. M. Silva, G. Capretti, N. Sverzellati, C. Jacobs, F. Ciompi, B. van Ginneken, C. Schaefer-Prokop, A. Marchianò and U. Pastorino, "Subsolid and part-solid nodules in lung cancer screening: comparison between visual and computer-aided detection", European Congress of Radiology, 2017. Abstract
  39. L. Stoilescu, M. Maas and H. Huisman, "Feasibility of multireference tissue normalization of T2-weighted prostate MRI", European Society for Magnetic Resonance in Medicine and Biology, 2017. Abstract
  40. S. van de Leemput, F. Meijer, M. Prokop and R. Manniesing, "Cerebral white matter, gray matter and cerebrospinal fluid segmentation in CT using VCAST: a volumetric cluster annotation and segmentation tool", European Congress of Radiology, 2017. Abstract
  41. A. Schreuder, C. Schaefer-Prokop, E. Scholten, C. Jacobs, M. Prokop and B. van Ginneken, "Use of a risk model combining clinical information and CT findings to customize follow-up intervals in lung cancer screening", Annual Meeting of the Radiological Society of North America, 2017. Abstract
  42. T. van den Heuvel, C. de Korte and B. van Ginneken, "Automated Measurement of Fetal Head Circumference in Ultrasound Images", Dutch Bio-Medical Engineering Conference, 2017. Abstract/PDF
  43. S. Pegge, M. Meijs, M. Prokop, R. Manniesing and F. Meijer, "Color-mapping of 4D-CTA for the detection and classification of cranial arteriovenous fistulas", European Society of Neuroradiology, 2017. Abstract/PDF
  44. M. Silva, G. Capretti, N. Sverzellati, C. Jacobs, F. Ciompi, B. van Ginneken, C. Schaefer-Prokop, M. Prokop, A. Marchiano and U. Pastorino, "Non-solid and Part-solid Nodules: Comparison Between Visual and Computer Aided Detection", World Congress of Thoracic Imaging, 2017. Abstract
  45. J. Bukala, G. Humpire Mamani, E. Scholten, M. Prokop, B. van Ginneken and C. Jacobs, "Fully Automatic Measurement of the Splenic Volume in CT with U-Net Convolutional Neural Networks", Annual Meeting of the Radiological Society of North America, 2017. Abstract
  46. M. Hermsen, T. de Bel, M. van de Warenburg, J. Knuiman, E. Steenbergen, G. Litjens, B. Smeets, L. Hilbrands and J. van der Laak, "Automatic segmentation of histopathological slides from renal allograft biopsies using artificial intelligence", Dutch Federation of Nephrology (NfN) Fall Symposium, 2017. Abstract/PDF
  47. L. Stoilescu and H. Huisman, "Feasibility of multireferencetissue normalization of T2weighted prostate MRI", Annual Meeting of the Radiological Society of North America, 2017. Abstract
  48. B. Liefers, F. Venhuizen, V. Schreur, B. van Ginneken, C. Hoyng, T. Theelen and C. Sánchez, "Automatic detection of the foveal center in optical coherence tomography", Association for Research in Vision and Ophthalmology, 2017. Abstract
  49. J. Teuwen, M. Kallenberg, A. Gubern-Merida, A. Rodriguez-Ruiz, N. Karssemeijer and R. Mann, "Automated pre-selection of mammograms without abnormalities using deep learning", Annual Meeting of the Radiological Society of North America, 2017. Abstract
  50. N. Karssemeijer, K. Holland, I. Sechopoulos, R. Mann, G. den Heeten and C. van Gils, "High Breast Compression in Mammography May Reduce Sensitivity", Annual Meeting of the Radiological Society of North America, 2016. Abstract
  51. S. Vreemann, A. Gubern-Mérida, S. Lardenoije, N. Karssemeijer and R. Mann, "Differences between cancers detected in prophylactic mastectomy specimen, screen detected cancers and true interval cancers in women participating in an intermediate and high risk screening program", European Breast Cancer Conference, 2016. Abstract
  52. R. Becks, M. Meijs, R. Manniesing, J. Vister, S. Schalekamp, R. Mann, S. Steens, E. Smit, E. van Dijk, M. Prokop and F. Meijer, "Additional Value of Brain CT Perfusion in The Detection of Intracranial Vessel Occlusion in Acute Ischemic Stroke: A (Multi Experience Level) Inter-Observer Study", Annual Meeting of the Radiological Society of North America, 2016. Abstract
  53. M. van Grinsven, F. Venhuizen, B. van Ginneken, C. Hoyng, T. Theelen and C. Sánchez, "Automatic detection of hemorrhages on color fundus images using deep learning", Association for Research in Vision and Ophthalmology, 2016. Abstract Cited by ~3
  54. E. Scholten, C. Jacobs, C. Schaefer-Prokop, J. Rühaak, H. de Koning, M. Oudkerk, P. de Jong, M. Prokop and B. van Ginneken, "Temporal subtraction of chest CT in lung cancer screening", European Congress of Radiology, 2016. Abstract
  55. K. Kallenberg, M. Nielsen, K. Holland, N. Karssemeijer and M. Lillholm, "Breast Cancer Risk Prediction with Density Independent Texture Features", Annual Meeting of the Radiological Society of North America, 2016. Abstract
  56. B. Liefers, V. Schreur, T. Theelen and C. Sánchez, "Registration and grading of micro-aneurysms in Fluorescein Angiography and OCT Angiography", 4th International Congress on OCT Angiography and Advances in OCT, 2016. Abstract
  57. J. Charbonnier, D. Lynch, S. Humphries, M. Strand and E. van Rikxoort, "Relative Contributions of Quantitative CT Measures to Airflow Obstruction in Cigarette Smokers", American Thoracic Society International Conference, 2016. Abstract
  58. M. Meijs, M. Prokop, F. Meijer, B. van Ginneken and R. Manniesing, "Segmentation of small cerebral vessels on CT perfusion images of patients with suspected acute stroke", Annual Meeting of the Radiological Society of North America, 2016. Abstract/PDF
  59. J. Wanders, K. Holland, P. Peeters, N. Karssemeijer and C. van Gils, "Volumetric Breast Density And The Risk Of Screen-Detected And Interval Breast Cancer", Annual conference of the International Agency for Research on Cancer, 2016. Abstract
  60. S. Vreemann, A. Gubern-Mérida, C. Borelli, N. Karssemeijer and R. Mann, "Background Parenchymal Enhancement as a predictor of breast cancer grade: a pilot study", European Congress of Radiology, 2016. Abstract
  61. R. Manniesing, S. van de Leemput, M. Prokop and B. van Ginneken, "White Matter and Gray Matter Segmentation in 4D CT Images of Acute Ischemic Stroke Patients: a Feasibility Study", Annual Meeting of the Radiological Society of North America, 2016. Abstract
  62. F. Venhuizen, M. van Grinsven, B. van Ginneken, C. Hoyng, T. Theelen and C. Sánchez, "Fully automated quantification of intraretinal cysts in 3D optical coherence tomography", Association for Research in Vision and Ophthalmology, 2016. Abstract
  63. J. Charbonnier, E. Pompe, C. Moore, S. Humphries, B. van Ginneken, D. Lynch, B. Make and E. van Rikxoort, "Airway Dimensions in Current and Former smokers: an independent predictor of Airflow Obstruction and Respiratory Quality of Life in Cigarette Smokers", Annual Meeting of the Radiological Society of North America, 2016. Abstract
  64. M. Hermsen and J. van der Laak, "Highly multiplexed immunofluorescence using spectral imaging", DPA's Pathology Visions Conference 2016, San Diego, CA, US, 2016. Abstract/PDF
  65. S. Vreemann, A. Gubern-Mérida, S. Lardenoije, N. Karssemeijer and R. Mann, "The performance of MRI screening in the detection of breast cancer in an intermediate and high risk screening program", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2016. Abstract
  66. S. Vreemann, A. Gubern-Mérida, S. Lardenoije, N. Karssemeijer and R. Mann, "Prognostic factors of interval carcinomas occurring in an intermediate and high risk breast cancer screening program", European Congress of Radiology, 2016. Abstract
  67. F. Ciompi, K. Chung, A. Setio, S. van Riel, E. Scholten, P. Gerke, C. Jacobs, U. Pastorino, A. Marchiano, M. Wille, M. Prokop and B. van Ginneken, "Pulmonary nodule type classification with convolutional networks", Medical Image Computing and Computer-Assisted Intervention, 2016. Abstract/PDF
  68. A. Ritchie, C. Sanghera, C. Jacobs, W. Zhang, J. Mayo, H. Roberts, M. Gingras, S. Pasian, L. Stewart, S. Tsai, D. Manos, J. Seely, P. Burrowes, R. Bhatia, S. Atkar-Khattra, B. van Ginneken, M. Tammemagi and S. Lam, "Computer Vision Tool and Technician as First Reader of Lung Cancer Screening CT", World Conference on Lung Cancer, 2015. Abstract
  69. M. Kallenberg, M. Lillholm, P. Diao, K. Petersen, K. Holland, N. Karssemeijer, C. Igel and M. Nielsen, "Assessing Breast Cancer Masking Risk with Automated Texture Analysis in Full Field Digital Mammography", Annual Meeting of the Radiological Society of North America, 2015. Abstract Cited by ~3
  70. J. Wanders, K. Holland, W. Veldhuis, R. Mann, P. Peeters, C. van Gils and N. Karssemeijer, "Effect of volumetric mammographic density on performance of a breast cancer screening program using full-field digital mammography", European Congress of Radiology, 2015. Abstract
  71. K. Chung, E. Scholten, S. van Riel, F. Ciompi, P. de Jong, M. Wille, M. Prokop, B. van Ginneken and C. Schaefer-Prokop, "Differentiation of persistent and transient subsolid nodules: does morphology help?", European Congress of Radiology, 2015;85:648-652. Abstract
  72. F. Venhuizen, M. Breukink, B. van Ginneken, M. van Grinsven, B. Bloemen, C. Hoyng, T. Theelen, C. Boon and C. Sánchez, "Automated Quantification of Subretinal Fluid in Central Serous Chorioretinopathy in 3D Optical Coherence Tomography Images", Association for Research in Vision and Ophthalmology, 2015. Abstract
  73. K. Holland, C. van Gils, J. Wanders, R. Mann and N. Karssemeijer, "Optimisation of the selection of women with an increased risk of a masked tumour for supplementary screening", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  74. S. van Riel, F. Ciompi, M. Wille, M. Naqibullah, E. Scholten, C. Schaefer-Prokop and B. van Ginneken, "Lung-RADS versus the McWilliams nodule malignancy score for risk prediction: an evaluation using lesions from the DLCST Trial", World Conference on Lung Cancer, 2015. Abstract
  75. J. Charbonnier, L. Hogeweg, J. Kuhnigk, D. Lynch and E. Van Rikxoort, "Sensitivity of airway wall thickness measurements: influence of small airways", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  76. E. Scholten, C. Jacobs, B. van Ginneken, S. van Riel, R. Vliegenthart, M. Oudkerk, M. Prokop, H. Gietema and P. de Jong., "Detection and quantification of the solid component in pulmonary subsolid nodules by semiautomatic segmentation", European Congress of Radiology, 2015. Abstract/PDF Cited by ~39
  77. S. Vreemann, A. Gubern-Mérida, S. Lardenoije, B. Platel, N. Karssemeijer and R. Mann, "Breast cancers not detected by MRI in a high and intermediate risk screening program", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  78. M. van Grinsven, F. Venhuizen, B. van Ginneken, C. Hoyng, T. Theelen and C. Sánchez, "Automatic detection of eye diseases using automated color fundus image analysis", Association for Research in Vision and Ophthalmology, 2015. Abstract
  79. J. Wanders, K. Holland, W. Veldhuis, R. Mann, P. Peeters, C. van Gils and N. Karssemeijer, "Effect of volumetric mammographic density on performance of a breast cancer screening program using full-field digital mammography", 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015. Abstract
  80. J. Wanders, K. Holland, P. Peeters, N. Karssemeijer and C. van Gils, "Combined effect of dense and nondense breast volume on breast cancer risk", 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015. Abstract
  81. A. Ritchie, M. Tammemagi, C. Jacobs, W. Zhang, J. Mayo, H. Roberts, M. Gingras, S. Pasian, L. Stewart, S. Tsai, D. Manos, J. Seely, P. Burrowes, R. Bhatia, S. Atkar-Khattra, B. van Ginneken, M. Tsao and S. Lam, "Automated measurement of malignancy risk of lung nodule detected by screening computed tomography", World Conference on Lung Cancer, 2015. Abstract
  82. M. Kallenberg, K. Petersen, M. Lillholm, D. JAfA rgensen, P. Diao, K. Holland, N. Karssemeijer, C. Igel and M. Nielsen, "Automated texture scoring for assessing breast cancer masking risk in full field digital mammography", European Congress of Radiology, 2015. Abstract Cited by ~1
  83. C. Sánchez, S. Lambertus, B. Bloemen, N. Bax, F. Venhuizen, M. van Grinsven, B. van Ginneken, T. Theelen and C. Hoyng, "Automatic quantification of geographic atrophy in fundus autofluorescence images of Stargardt patients", Association for Research in Vision and Ophthalmology, 2015. Abstract
  84. S. van Riel, F. Ciompi, M. Wille, E. Scholten, N. Sverzellati, S. Rossi, A. Dirksen, M. Brink, R. Wittenberg, M. Naqibullah, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Can morphological features differentiate between malignant and benign pulmonary nodules, detected in a screen setting?", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  85. S. Vreemann, A. Gubern-Mérida, S. Lardenoije, B. Platel, N. Karssemeijer and R. Mann, "A critical audit of a breast MRI screening programme for intermediate and high risk patients in clinical practice", European Congress of Radiology, 2015. Abstract
  86. A. Gubern-Mérida, S. Vreemann, R. Marti, J. Melendez, R. Mann, B. Platel and N. Karssemeijer, "Automated Detection of Mass-like, Non-mass-like and Focus Breast Cancer Lesions Visible in False-negative Screening DCE-MRI", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  87. A. Gubern-Mérida, S. Vreemann, R. Marti, J. Melendez, S. Lardenoije, R. Mann, B. Platel and N. Karssemeijer, "Automated detection of breast cancer as an aid in the interpretation of screening MRI", European Congress of Radiology, 2015. Abstract
  88. S. van Riel, K. Chung, E. Scholten, P. de Jong, C. Schaefer-Prokop and B. van Ginneken, "ACR Lung-RADS guidelines for pure ground-glass nodules: is a threshold of 20mm adequate?", European Congress of Radiology, 2015. Abstract
  89. K. Holland, C. van Gils, J. Wanders, R. Mann and N. Karssemeijer, "How can we identify women at risk for a masked cancer, who may benefit from supplemental screening?", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  90. J. Charbonnier, M. Brink, F. Ciompi, E. Scholten, C. Schaefer-Prokop and E. Van Rikxoort, "Automatic Separation and Classification of Arteries and Veins in Non-Contrast Thoracic CT Scans", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  91. S. van Riel, F. Ciompi, M. Wille, E. Scholten, A. Dirksen, K. Chung, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Comparing LungRADS and the McWilliams nodule malignancy score: which approach works best to select screen detected pulmonary nodules for more aggressive followup?", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  92. M. Kallenberg, M. Lillholm, P. Diao, K. Holland, N. Karssemeijer, C. Igel and M. Nielsen, "Assessing breast cancer masking risk in full field digital mammography with automated texture analysis", 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015. Abstract
  93. E. Pompe, P. De Jong, E. Van Rikxoort, L. Gallardo-Estrella, W. De Jong, R. Vliegenthart, M. Oudkerk, C. der Van Aalst, B. Van Ginneken, J. Lammers and F. Mohamed Hoesein, "Bone density is associated with emphysema and air trapping on CT in smokers", American Thoracic Society International Conference, 2015. Abstract DOI Cited by ~1
  94. M. Dalmis, A. Gubern-Mérida, S. Vreemann, R. Mann, N. Karssemeijer and B. Platel, "Early Phase Contrast Enhancement Dynamics of Breast Lesions of Different Molecular Subtypes Characterized by a Computer-Aided-Diagnosis System", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  95. A. Gubern-Mérida, T. Tan, J. van Zelst, R. Mann, B. Platel and N. Karssemeijer, "Evaluation of a Novel Method to Segment the Pectoral Muscle Surface in Automated Whole Breast Ultrasound", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  96. R. Philipsen, C. Sánchez, P. Maduskar, J. Melendez, B. van Ginneken and W. Lew, "Objective Computerized Chest Radiography Screening to Detect Tuberculosis in the Philippines", Union World Conference on Lung Health, 2015. Abstract
  97. K. Holland, C. van Gils, J. Wanders, R. Mann and N. Karssemeijer, "Consistency of density categories over multiple screening rounds using volumetric breast density", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  98. K. Holland, A. Gubern-Mérida, R. Mann and N. Karssemeijer, "Improved volumetric breast density assessment in dense breasts", 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015. Abstract
  99. M. Dalmis, A. Gubern-Mérida, S. Vreemann, B. Platel, R. Mann and N. Karssemeijer, "Is Late Phase Information Necessary for Dynamic Evaluation of Breast Cancer?", European Congress of Radiology, 2015. Abstract
  100. F. Venhuizen, M. van Grinsven, C. Hoyng, T. Theelen, B. van Ginneken and C. Sánchez, "Vendor Independent Cyst Segmentation in Retinal SD-OCT Volumes using a Combination of Multiple Scale Convolutional Neural Networks", Medical Image Computing and Computer-Assisted Intervention, 2015. Abstract/PDF
  101. P. Maduskar, I. Adetifa, J. van den Hombergh, E. Leroy-Terquem, A. Fasan-Odunsi, C. Sánchez, U. d'Alessandro and B. van Ginneken, "Computerized Reading of Chest Radiographs in The Gambia National Tuberculosis Prevalence Survey: Retrospective Comparison with Human Experts", Union World Conference on Lung Health, 2015. Abstract
  102. S. Vreemann, A. Gubern-Mérida, S. Lardenoije, B. Platel, N. Karssemeijer and R. Mann, "Longitudinal results of a breast MRI screening program for patients at high and intermediate risk; does BRCA status matter?", Annual Meeting of the Radiological Society of North America, 2015. Abstract
  103. J. Wanders, K. Holland, P. Peeters, N. Karssemeijer and C. van Gils, "Volumetric breast density and the risk of screen detected and interval breast cancer", 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015. Abstract
  104. S. Schalekamp, I. van den Berk, I. Hartmann, M. Snoeren, A. Odink, S. Pegge, L. Schijf, N. Karssemeijer and C. Schaefer-Prokop, "Bone suppressed images improve pulmonary fungal infection detection in chest radiographs", European Congress of Radiology, 2014. Abstract
  105. E. Vos, T. Kobus, G. Litjens, T. Hambrock, C. - van de Kaa, M. Maas and T. Scheenen, "Multiparametric MR imaging for the assessment of prostate cancer aggressiveness at 3 Tesla", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2014. Abstract
  106. W. van de Ven, S. Rinsma, N. Karssemeijer, J. Barentsz and H. Huisman, "Electro-magnetic tracker-based fusion for image-guided TRUS prostate biopsy", European Congress of Radiology, 2014. Abstract Cited by ~3
  107. M. Schmidt, E. Rikxoort, J. Kuhnigk, P. Judy and B. van Ginneken, "Subvoxel Accurate Airway Wall Measurements using an Intensity Integration Approach: Comparative Study using the COPDGene Phantom", Annual Meeting of the Radiological Society of North America, 2014. Abstract
  108. A. Khan, A. Zaidi, R. Philipsen, S. Khowaja, B. van Ginneken, A. Khan and T. Dossul, "Detection of Chest X-ray abnormalities and tuberculosis using computer-aided detection vs interpretation by radiologists and a clinical officer", 45th World Conference on Lung Health, 2014. Abstract/PDF
  109. A. Setio, J. Gelderblom, C. Jacobs and B. van Ginneken, "Automatic Detection of Large Pulmonary Nodules in Thoracic CT Images", Annual Meeting of the Radiological Society of North America, 2014. Abstract
  110. G. Litjens, N. Karssemeijer, J. Barentsz and H. Huisman, "Computer-aided Detection of Prostate Cancer in Multi-parametric Magnetic Resonance Imaging", Annual Meeting of the Radiological Society of North America, 2014. Abstract
  111. M. van Grinsven, G. Buitendijk, C. Brussee, B. van Ginneken, T. Theelen, C. Klaver and C. Sánchez, "Automatic detection of reticular drusen using multimodal retinal image analysis", Association for Research in Vision and Ophthalmology, 2014. Abstract
  112. R. Philipsen, P. Maduskar, L. Hogeweg, J. Melendez, C. Sánchez and B. van Ginneken, "Robust Computer-Aided Detection of Tuberculosis in Chest Radiographs Using Energy Normalization", Annual Meeting of the Radiological Society of North America, 2014. Abstract
  113. B. van Ginneken, C. Jacobs, E. Scholten, M. Prokop and P. de Jong, "Feasibility of Rapid Reading of CT Lung Cancer Screening with Computer-Aided Detection Support", Annual Meeting of the Radiological Society of North America, 2014. Abstract
  114. M. Oei, R. Manniesing, W. and van denRieneke Boom, B. van Ginneken, F. Meijer and M. Prokop, "One-Step-Stroke CT Imaging - Part I: Optimization of Interleaved Acquisition of Cerebral CT Perfusion and Neck CT Angiography", Annual Meeting of the Radiological Society of North America, 2014. Abstract
  115. S. Schalekamp, N. Karssemeijer, C. Schaefer-Prokop and B. van Ginneken, "Double reading improves detection of small lung tumors in chest radiographs: can a computer aided detection system replace the second reader?", European Congress of Radiology, 2014. Abstract
  116. A. Steiner, F. Mhimbira, J. van den Hombergh, P. Clowes, C. Mangu, B. van Ginneken, M. Hoelscher and K. Reither, "Computer-aided diagnosis of X-rays in a screening for pulmonary tuberculosis of a prison population in Tanzania", 45th World Conference on Lung Health, 2014. Abstract
  117. A. Zaidi, N. Khalid, R. Philipsen, B. van Ginneken, S. Khowaja and A. Khan, "Symptomatic screening and computer-aided radiography for active-case finding of tuberculosis: a prediction model for TB case detection", 45th World Conference on Lung Health, 2014. Abstract
  118. B. Lassen, J. Kuhnigk, C. Jacobs, E. van Rikxoort and B. van Ginneken, "Fully Automatic Volumetric Segmentation of Pulmonary Nodules: Evaluation using the Complete LIDC/IDRI Database", Annual Meeting of the Radiological Society of North America, 2014. Abstract
  119. F. Ciompi, B. de Hoop, C. Jacobs, M. Prokop, P. a de Jong and B. van Ginneken, "Automatic Classification of Perifissural Pulmonary Nodules in Thoracic CT Images", Annual Meeting of the Radiological Society of North America, 2014. Abstract/PDF
  120. M. Oei, R. Manniesing, F. Meijer and M. Prokop, "One-Step-Stroke Imaging: Does an Interleaved Acquisition of Cerebral CT Perfusion and CTA of the Carotids Affect CTP Values", European Congress of Radiology, 2014. Abstract
  121. L. Gallardo-Estrella, E. Pompe, F. Mohamed Hoesein, P. De Jong, B. van Ginneken, E. van Rikxoort, H. de Koning, M. Oudkerk and J. Lammers, "Relationship between Lung Function Parameters and CT Measurements of Emphysema, Airways, and Tracheal Collapse in Subjects with Mild COPD", Annual Meeting of the Radiological Society of North America, 2014. Abstract
  122. J. van Zelst, T. Tan, B. Platel, N. Karssemeijer and R. Mann, "Evaluation of spiculation and retraction patterns in coronal reconstructions in 3D Automated Breast Ultrasound (ABUS) improve differentiation between benign and malignant breast lesions", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  123. W. van de Ven, N. Karssemeijer, J. Barentsz and H. Huisman, "Image registration for prostate MR guided biopsy using automated biomechanical modeling", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  124. C. Jacobs, E. van Rikxoort, J. Kuhnigk, E. Scholten, P. de Jong, C. Schaefer-Prokop, M. Prokop and B. van Ginneken, "Non-solid, part-solid or solid? Classification of pulmonary nodules in thoracic CT by radiologists and a computer-aided diagnosis system", European Congress of Radiology, 2013. Abstract
  125. S. Schalekamp, B. van Ginneken, M. Brink, B. Heggelman, M. Spee, I. Somers, N. Karssemeijer and C. Schaefer-Prokop, ""Computer Aided Detection shows added value to Bone Suppression Imaging for the detection of lung nodules in chest radiographs"", WCTI, 2013. Abstract
  126. C. Jacobs, E. van Rikxoort, J. Kuhnigk, E. Scholten, P. de Jong, C. Schaefer-Prokop, M. Prokop and B. van Ginneken, "Automated characterization of pulmonary nodules in thoracic CT images using a segmentation-based classification system", European Congress of Radiology, 2013. Abstract
  127. R. van den Boom, M. Oei, L. Oostveen, H. Laue, B. van Ginneken, R. Manniesing and M. Prokop, "Effect of dose reduction on cerebral CT perfusion maps: results from a hybrid digital perfusion phantom", European Congress of Radiology, 2013. Abstract
  128. G. Litjens, J. Barentsz, N. Karssemeijer and H. Huisman, "Initial prospective evaluation of the prostate imaging reporting and data standard (PI-RADS): Can it reduce unnecessary MR guided biopsies?", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  129. B. van Ginneken, E. van Rikxoort, S. Lafebre, C. Jacobs, M. Schmidt, J. Kuhnigk, M. Prokop, C. Schaefer-Prokop, J. Charbonnier, L. Hogeweg, P. Maduskar, L. Gallardo-Estrella, R. Philipsen and B. Lassen, "CIRRUS Lung: an optimized workflow for quantitative image analysis of thoracic computed tomography and chest radiography for major pulmonary diseases: chronic obstructive pulmonary disease, lung cancer and tuberculosis", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  130. M. Brink, E. van Rikxoort, J. Charbonnier, S. van Riel, C. Schaefer-Prokop and M. Prokop, "Iodine Mapping of the Lung Using Subtraction Imaging for Pulmonary Embolism: Technique and Initial Clinical Experience", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  131. C. Jacobs, B. van Ginneken, S. Fromme, M. Prokop and E. van Rikxoort, "Benchmarking computer-aided detection of pulmonary nodules on the recently completed publicly available LIDC/IDRI database", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  132. M. Schmidt, E. van Rikxoort, O. Mets, P. de Jong, J. Kuhnigk, M. Oudkerk, H. de Koning and B. van Ginneken, "Reproducibility of automated three-dimensional airway wall thickness measurements in thoracic computed tomography and influence of inspiration depth", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  133. J. van Zelst, R. Mus, T. Tan, N. Karssemeijer and R. Mann, "Feasibility of automated 3D breast ultrasound scanning in screening of women with high risk", European Congress of Radiology, 2013. Abstract Cited by ~2
  134. S. van Riel, E. van Rikxoort, C. Jacobs, S. Schalekamp, M. Prokop, B. van Ginneken, P. de Jong, E. Scholten, H. Gietema and C. Schaefer-Prokop, "Intra- and inter-reader variability of pulmonary nodule classification according to the Fleischner guidelines: clinical consequences", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  135. M. Oei, R. van den Boom, L. Oostveen, H. Laue, B. van Ginneken, R. Manniesing and M. Prokop, "Influence of Temporal Sampling Rate of CTP acquisitions on Cerebral Perfusion Maps using a Digital Phantom", European Congress of Radiology, 2013. Abstract
  136. S. Schalekamp, B. van Ginneken, C. Schaefer-Prokop and N. Karssemeijer, ""Computer aided detection of lung nodules in chest radiographs: novel approaches to improve reader performance"", MIPS, 2013. Abstract
  137. M. Teussink, M. van Grinsven, B. Cense, C. Hoyng, J. Klevering and T. Theelen, "Functional optical coherence tomography with a commercial device - a pilot study", Association for Research in Vision and Ophthalmology, 2013. Abstract
  138. M. Maas, M. Koopman, G. Litjens, A. Wright, K. Selnas, I. Gribbestad, M. Haider, K. Macura, D. Margolis, B. Kiefer, J. Fütterer and T. Scheenen, "Prostate Cancer localization with a Multiparametric MR Approach (PCaMAP): initial results of a multi-center study", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2013. Abstract/PDF Cited by ~2
  139. P. Maduskar, L. Hogeweg, H. Ayles and B. van Ginneken, "Performance evaluation of automatic chest radiograph reading for detection of tuberculosis (TB): a comparative study with clinical officers and certified readers on TB suspects in sub-Saharan Africa", European Congress of Radiology, 2013. Abstract
  140. S. Schalekamp, N. Karssemeijer, C. Schaefer-Prokop and B. van Ginneken, ""Independent combination of multiple readers for the detection of lung nodules in chest radiographs: setting a benchmark for computer-aided detection"", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  141. S. van Riel, C. Schaefer-Prokop, E. van Rikxoort, B. van Ginneken, M. Prokop, S. Schalekamp, C. Jacobs, P. de Jong, H. Gietema and E. Scholten, "Impact of section thickness on classification of pulmonary nodules into solid, part-solid, and non-solid: an observer study", Annual Meeting of the Radiological Society of North America, 2013. Abstract
  142. L. Gallardo-Estrella, P. de Jong, O. Mets, B. van Ginneken and E. van Rikxoort, "Automatic classification of pulmonary function in COPD patients using trachea analysis in chest CT scans", Annual Meeting of the European Society of Thoracic Imaging, 2012. Abstract
  143. C. Jacobs, J. Kuhnigk, E. van Rikxoort, T. Twellmann, P. de Jong, H. Gietema, B. Lassen, C. Schaefer-Prokop, M. Prokop and B. van Ginneken, "Optimized workflow for low dose thoracic CT lung cancer screening: automated detection, measurement, temporal matching and volumetry and mass analysis, individualized prediction of cancer risk, structured reporting with follow-up recommendation", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  144. M. Schmidt, E. van Rikxoort, O. Mets, P. de Jong, P. Zanen, J. Kuhnigk and B. van Ginneken, "Relating Automatic Quantification of Airway Wall Thickness, Emphysema and Air Trapping in Inspiration and Expiration Chest CT Scans to COPD GOLD Stages", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  145. J. Melendez, C. Sánchez, B. van Ginneken and N. Karssemeijer, "Detection of breast carcinomas potentially missed during screening by means of a standalone CAD system", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  146. S. Schalekamp, B. van Ginneken, L. Bax, M. Imhof-Tas, M. Snoeren, L. Quekel, E. Koedam, N. Karssemeijer and C. Schaefer-Prokop, "Bone suppression imaging improves observer performance for the detection of lung nodules in chest radiographs", Annual Meeting of the European Society of Thoracic Imaging, 2012. Abstract
  147. M. Oei, R. van den Boom, L. Oostveen, S. Lafebre, E. Smit, B. van Ginneken, R. Manniesing and M. Prokop, "Hybrid digital phantom for optimizing data acquisition strategies in CT perfusion", European Congress of Radiology, 2012. Abstract
  148. R. Mann, R. Mus, C. Geppert, C. Frentz, N. Karssemeijer, H. Huisman and B. Platel, "Initial maximum slope of the contrast enhancement versus time curve for dynamic evaluation of breast lesions on ultrafast breast MRIs", European Congress of Radiology, 2012. Abstract
  149. R. Mus, R. Mann, A. Moyakine, C. Geppert, B. Platel, N. Karssemeijer and J. Barentsz, "MRI Screening of the Breast in Less than 2 Minutes: A Prelude to Extend MR Breast Screening Possibilities", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  150. R. Mann, R. Mus, C. Geppert, C. Frentz, N. Karssemeijer, H. Huisman and B. Platel, "Dynamic analysis of breast lesions: Can we use the wash-in phase instead of the wash-out phase?", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2012. Abstract/PDF Cited by ~2
  151. E. van Rikxoort, B. van Ginneken, M. Schmidt, A. Lahaije, H. van Helvoort, A. Prokop and Y. Heijdra, "Dynamic Hyperinflation in COPD Patients: Is It Related to Emphysema and Airway Morphology in Inspiration and Expiration Thoracic CT?", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  152. M. van Grinsven, B. van Ginneken and C. Sánchez, "Web-based workstation for the analysis of color fundus images", ISBI Medical Image Analysis Workshop, 2012. Abstract
  153. J. Mordang, M. Oei, R. van den Boom, H. Laue, L. Oostveen, M. Prokop, B. van Ginneken and R. Manniesing, "Effect of Dose Reduction in CT Perfusion Scans on Cerebral Blood Flow and Volume Computed with Three Perfusion Software Packages: Analysis with a Digital Phantom", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  154. G. Litjens, J. Barentsz, N. Karssemeijer and H. Huisman, "Computerized characterization of central gland lesions using texture and relaxation features from T2-weighted prostate MRI", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  155. B. Lassen, E. van Rikxoort, J. Kuhnigk and B. van Ginneken, "Fast and Intuitive Interactive Lung Lobe Segmentation in Thoracic Computed Tomography Scans", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  156. E. Vos, G. Litjens, T. Kobus, T. Hambrock, C. van de Hulsbergen Kaa, H. Huisman and T. Scheenen, "Dynamic contrast enhanced MR imaging for the assessment of prostate cancer aggressiveness at 3T", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2012. Abstract/PDF
  157. L. Gallardo-Estrella, B. van Ginneken, O. Mets, P. Zanen, P. de Jong, C. Schaefer-Prokop and E. van Rikxoort, "Trachea Shape Analysis from Inspiration and Expiration Thoracic Computed Tomography Scans", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  158. B. van Ginneken, L. Hogeweg, P. Maduskar, L. Peters-Bax, R. Dawson, K. Dheda, H. Ayles, J. Melendez and C. Sánchez, "Performance of inexperienced and experienced observers in detection of active tuberculosis on digital chest radiographs with and without the use of computer-aided diagnosis", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  159. M. Schmidt, E. van Rikxoort, O. Mets, P. de Jong, J. Kuhnigk and B. van Ginneken, "Automatic Quantification of Airway Dimensions in COPD: Processing Large Databases of Chest CT scans", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  160. M. van Grinsven, J. van de Ven, Y. Lechanteur, B. van Ginneken, C. Hoyng, T. Theelen and C. Sánchez, "Automatic Drusen Detection and Quantification for Diagnosis of Age-Related Macular Degeneration", Association for Research in Vision and Ophthalmology, 2012. Abstract
  161. C. Jacobs, E. Scholten, S. Saur, T. Twellmann, P. de Jong and B. van Ginneken, "Computer-Aided Detection of Ground Glass Nodules in Lung Cancer Screening: Retrospective Evaluation of Potential Benefit", European Congress of Radiology, 2012. Abstract
  162. B. Lassen, M. Schmidt, E. van Rikxoort, B. van Ginneken, C. Jacobs, J. Kuhnigk and M. Prokop, "Automated and interactive image analysis workstation for the extraction of imaging biomarkers related to chronic obstructive pulmonary disease from thoracic computed tomography scans", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  163. E. Smit, E. Vonken, F. Meijer, J. Dankbaar, A. Horsch, B. van Ginneken, B. Velthuis, I. van der Schaaf and M. Prokop, "Acute Ischemic Stroke Assessment on CT-Angiography That Derived from CT-Perfusion Images", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  164. A. Nair, S. Desai, C. J., A. Edey, S. Walsh, G. Robinson, J. Field, D. Baldwin, R. Vliegenthart, M. Oudkerk, B. van Ginneken, P. de Jong, M. Prokop, D. Hansell and A. Devaraj, "The impact of numbers of readers and methods of arbitration on pulmonary nodule detection in the context of lung cancer screening with CT", Annual Meeting of the European Society of Thoracic Imaging, 2012. Abstract
  165. M. Kallenberg, C. van Gils, R. Mann and N. Karssemeijer, "Association between automated, volumetric measures of breast density and diagnostic outcome of mammography screening examinations", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  166. S. Schalekamp, B. van Ginneken, L. Bax, M. Imhof-Tas, L. Meiss, A. Tiehuis, N. Karssemeijer and C. Schaefer-Prokop, "Bone suppression imaging improves observer performance for the detection of lung nodules in chest radiographs", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  167. B. Platel, T. Welte, R. Mus, R. Mann, C. Sánchez, H. Hahn and N. Karssemeijer, "Automated Evaluation of an Ultrafast MR Imaging Protocol for the Characterization of Breast Lesions", Annual Meeting of the Radiological Society of North America, 2012. Abstract/PDF
  168. B. Durmus, R. Gaillard, R. Manniesing, D. Heppe, A. Hofman and V. Jaddoe, "Maternal Smoking During Pregnancy and Adiposity in School Age Children: The Generation R Study", International Society for Development Origins of Health and Disease, 2012. Abstract
  169. R. van den Boom, M. Oei, L. Oostveen, S. Lafebre, B. van Ginneken, R. Manniesing and M. Prokop, "Effect of radiation exposure on quantitative evaluation of cerebral CT perfusion maps: results from a hybrid digital phantom", European Congress of Radiology, 2012. Abstract
  170. S. Schalekamp, B. van Ginneken, E. Koedam, L. Quekel, M. Snoeren, R. Wittenberg, N. Karssemeijer and C. Schaefer-Prokop, "Computer aided detection helps radiologists to detect pulmonary nodules in chest radiographs, when having bone suppressed images available", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  171. S. Schalekamp, B. van Ginneken, L. Bax, M. Imhof-Tas, L. Meiss, A. Tiehuis, E. Koedam, L. Quekel, M. Snoeren, R. Wittenberg, N. Karssemeijer and C. Schaefer-Prokop, "Botsuppressie in thoraxfoto's verbetert de detectie van pulmonale nodules door radiologen", Radiologen Dagen, 2012. Abstract
  172. C. Jacobs, E. van Rikxoort, T. Twellmann, P. de Jong, C. Schaefer-Prokop, M. Prokop and B. van Ginneken, "Improved computer-aided detection of pulmonary nodules by combining a solid and subsolid nodule CAD system", Annual Meeting of the Radiological Society of North America, 2012. Abstract
  173. P. Ciet, P. Wielopolski, S. Lever, R. Manniesing, M. de Bruijne, M. Lequin and H. Tiddens, "MRI Tracheomalacia Assessment in Pediatric Patients: Feasibility Study", European Congress of Radiology, 2011. Abstract/PDF
  174. D. Chong, H. Kim, E. van Rikxoort, M. Galperin, K. Yang, Y. Jung, M. McNitt-Gray, J. Goldin and M. Brown, "Reproducibility of densitometric measures of emphysema in computed tomography scans one week apart: the effect of breathhold and scanner calibration", American Thoracic Society International Conference, 2011. Abstract
  175. I. Išgum, P. de Jong, W. Mali, B. van Ginneken, M. Prokop and M. Viergever, "Automatic Coronary Calcium Scoring in Low-Dose Non-ECG-synchronized Chest Computed Tomography (CT) Scans from a Lung Cancer Screening Trial", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  176. M. Oei, B. Goraj, F. Meijer, J. Mordang, A. Idema, S. Boots-Sprenger, H. Laue and M.Prokop, "Variability of relative cerebral blood volume normalization in patients with gliomas: Interobserver and intraobserver reproducibility study", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2011. Abstract
  177. B. Platel, H. Huisman, H. Laue, R. Mann, H. Hahn, N. Karssemeijer and R. Mus, "Computerized Characterization of Breast Masses Using Dual-Temporal Resolution Dynamic Contrast-enhanced MR Images", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  178. L. Hogeweg, A. Story, A. Hayward, R. Aldridge, I. Abubakar, P. Maduskar and B. van Ginneken, "Computer-aided detection of tuberculosis among high risk groups: potential for automated triage", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  179. N. Karssemeijer, T. Tan, B. Platel, T. Twellmann, L. Tabar, A. Grivignee, R. Mus and H. Huisman, "A Novel System for Computer-aided Lesion Classification in Automated 3D Breast Ultrasound", Annual Meeting of the Radiological Society of North America, 2011. Abstract/PDF
  180. B. Schroeder, R. Highnam, A. Cave, J. Walker, N. Karssemeijer, M. Yaffe, R. Jong and O. Alonzo-Proulx, "At What Age Should Breast Screening Begin?", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  181. C. Jacobs, E. Scholten, S. Saur, T. Twellmann, P. de Jong and B. van Ginneken, "Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  182. M. Galperin-Aizenberg, E. van Rikxoort, M. Brown, H. Kim, F. Abtin and J. Goldin, "Automatic Fissural Integrity Quantification from Chest CT Predicts Lobar Atelectasis in Endobronchial Treatment", American Thoracic Society International Conference, 2011. Abstract
  183. S. Schalekamp, B. Heggelman and C. Schaefer-Prokop, ""Focal lesions on Gadoxetate disodium enhanced and diffusionweighted liver MRI: a guidance for differential diagnosis"", European Congress of Radiology, 2011. Abstract/PDF
  184. E. van Rikxoort, M.Galperin-Aizenberg, F. Abtin, H. Kim, P. Lu, G. Shaw, J. Goldin and M. Brown, "Pulmonary Fissure Integrity Assessment in Subjects with Severe Emphysema: Evaluation of a Fully Automatic Method", American Thoracic Society International Conference, 2011. Abstract
  185. P. Wielopolski, P. Ciet, R. Manniesing, S. Lever, M. Lequin, G. Krestin and H. Tiddens, "Automated Airway Lumen Segmentation and Characterization in Patients with Tracheomalacia: a Feasibility Study", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2011. Abstract/PDF
  186. E. van Rikxoort, M. Galperin-Aizenberg, C. Jude, J. Goldin and M. Brown, "Quantifying Emphysema From Chest Computed Tomography Scans Using Integral Geometry Descriptors: Improved Performance Over Density Measures In Low Dose Scans", American Thoracic Society International Conference, 2011. Abstract
  187. G. Litjens, J. Barentsz, N. Karssemeijer and H. Huisman, "Zone-specific Automatic Computer-aided Detection of Prostate Cancer in MRI", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  188. P. Maduskar, L. Hogeweg, H. Ayles, R. Dawson, P. de Jong and B. van Ginneken, "Automatic Size Measurement of Cavities on Chest Radiographs Using Supervised Learning and Dynamic Programming", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  189. N. Karssemeijer, R. Hupse, M. Samulski, D. Beijerinck, G. Heeten and C. Boetes, "Concurrent Interactive Use of CAD for Detection of Masses in Mammograms", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  190. O. Debats, T. Hambrock, G. Litjens, H. Huisman and J. Barentsz, "Detection of Lymph Node Metastases with Ferumoxtran-10 vs Ferumoxytol", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  191. G. Karemore, S. Brandt, N. Karssemeijer and M. Nielsen, "Discovery of Mammogram Regions That Show Early Changes Due to the Development of Breast Cancer: A Preliminary Work", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  192. S. Amin, J. Goldin, M. Zeidler, E. Kleerup, P. Lu, M. Galperin-Aizenberg, E. van Rikxoort, D. Gjertson and D. Ross, "Air trapping on HRCT assessed by quantitative image analysis as an early predictor of bronchiolitis obliterans syndrome in lung transplant recipients", American Thoracic Society International Conference, 2011. Abstract
  193. M. Schouten, K. Nagel, T. Hambrock, C. Hoeks, G. Litjens, J. Barentsz and J. Fütterer, "Differentiation of Normal Prostate Tissue, Prostatitis, and Prostate Cancer: Correlation between Diffusion-weighted Imaging and MR-guided Biopsy", Annual Meeting of the Radiological Society of North America, 2011. Abstract
  194. R. Manniesing, M. Koek, D. Goei, J. Hermans, W. Niessen and D. Poldermans, "Fully Automated Abdominal Fat Quantification using 3D Computed Tomography Angiography", European Congress of Radiology, 2010. Abstract/PDF
  195. P. Wielopolski, P. Ciet, G. Krestin, M. Lequin, H. Tiddens and R. Manniesing, "Automated airway lumen segmentation and characterization for use in patients with tracheomalacya: a feasibility study", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2010. Abstract/PDF
  196. C. Mol, B. van Ginneken, M. de Bruijne, P. de Jong, M. Oudkerk, A. Dirksen and P. Zanen, "Correction of Quantitative Emphysema Measures with Density Calibration Based on Measurements in the Trachea", Annual Meeting of the Radiological Society of North America, 2010. Abstract Cited by ~1
  197. P. Vos, J. Fütterer, N. Karssemeijer and J. Huisman, "Computer-assisted Diagnosis of Prostate Cancer with Multimodal3T MR Imaging", Annual Meeting of the Radiological Society of North America, 2010. Abstract
  198. J. van Kuijk, R. Manniesing, D. Goei, Y. van Gestel, S. Hoeks, M. Koek, J. Hermans, W. Niessen, H. Verhagen and D. Poldermans, "Automatic Quantication of Abdominal Visceral Fat Content: a True Marker for Metabolic Syndrome?", European Society of Cardiology, 2010. Abstract/PDF
  199. H. Huisman, J. Veltman, M. Zijp, R. Mann, R. Mus and N. Karssemeijer, "Dual-Time Resolution Characterization of Masses on Breast DCEMR", Annual Meeting of the Radiological Society of North America, 2010. Abstract
  200. L. Hogeweg, C. Mol, P. de Jong, H. Ayles, R. Dawson and B. van Ginneken, "Evaluation of a computer aided detection system for tuberculosis on chest radiographs in a high-burden setting", Annual Meeting of the Radiological Society of North America, 2010. Abstract Cited by ~2
  201. R. Manniesing, D. Vukadinovic, S. Rozie, M. Schaap, A. van der Lugt and W. Niessen, "Automated CTA Lumen Segmentation of the Atherosclerotic Carotid Artery Bifurcation", Annual Meeting of the Radiological Society of North America, 2009. Abstract/PDF
  202. W. Deserno, O. Debats, Y. Hoogeveen and J. Barentsz, "Effect of MR Lymphography on the Probability for Lymph Node Involvement in Patients with Prostate Cancer", Annual Meeting of the Radiological Society of North America, 2009. Abstract
  203. M. Niemeijer, M. Garvin, K. Lee, M. Sonka, B. van Ginneken and M. Abràmoff, "Automated Segmentation of the Retinal Vasculature Silhouettes in Isotropic 3D Optical Coherence Tomography Scans", Association for Research in Vision and Ophthalmology, 2009. Abstract
  204. I. Išgum, P. Jacobs, M. Gondrie, B. van Ginneken, M. Oudkerk, W. Mali, Y. van der Graaf and M. Prokop, "Cardiovascular risk assessment in lung cancer screening scans: do coronary and aortic calcium scores yield comparable risks for individual subjects?", European Congress of Radiology, 2009. Abstract
  205. E. van Rikxoort, M. Prokop, B. de Hoop, J. Pluim and B. van Ginneken, "Automatic Segmentation of the Pulmonary Lobes from Computed Tomography Chest CT Scans: Robustness Against Incomplete Fissures by Including Contextual Information", Annual Meeting of the Radiological Society of North America, 2009. Abstract
  206. I. Išgum, B. van Ginneken, P. Jacobs, M. Gondrie, W. Mali and M. Prokop, "Automatic determination of cardiovascular risk from thoracic CT scans using a coronary calcium atlas", Annual Meeting of the Radiological Society of North America, 2009. Abstract
  207. D. Vukadinovic, T. van Walsum, R. Manniesing, S. Rozie, T. de Weert, A. van der Lugt and W. Niessen, "Automated Segmentation of Atherosclerotic Plaque in MDCT Angiogaphy of the Carotid Artery", 2nd Dutch Conference on Biomedical Engineering, 2009:56. Abstract/PDF
  208. B. van Ginneken, K. Murphy, E. van Rikxoort, I. Išgum, B. de Hoop, M. Prokop, P. de Jong and H. Gietema, "Quantification of Emphysema and Small Airway Disease in COPD Patients from Lobar Analysis of Volumetric Inspiration and Expiration Thoracic CT Scans", Annual Meeting of the Radiological Society of North America, 2009. Abstract Cited by ~3
  209. K. Murphy, B. van Ginneken, J. Pluim, T. Altes, M. Prokop and E. de Lange, "Comparison of airflow defects in asthma patients assessed by breath-hold inspiration and expiration CT and by hyperpolarized helium-3 magnetic resonance imaging", Annual Meeting of the Radiological Society of North America, 2009. Abstract
  210. B. de Hoop, P. Zanen, H. Gietema, B. van Ginneken, H. Groen and M. Prokop, "The Predictive Value of CT Quantified Pulmonary Emphysema on the Decline of Lung Function in Chronic Smokers: Results of a Long-term Follow-up Study", Annual Meeting of the Radiological Society of North America, 2009. Abstract
  211. E. Smit, A. Mendrik, A. Waaijer, G. Bertolini, E. Vonken, B. van Ginneken and M. Prokop, "Reconstruction of high-quality CTA from noisy cerebral CT perfusion data", European Congress of Radiology, 2009. Abstract
  212. G. Litjens, M. Heisen, J. Buurman, A. Wood, M. Medved, G. Karczmar and B. Haar-Romeny, "T1 Quantification: Variable Flip Angle Method vs Use of Reference Phantom", Annual Meeting of the Radiological Society of North America, 2009. Abstract
  213. A. Mendrik, E. Vonken, E. Smit, B. van Ginneken and M. Prokop, "Reduction of Venous Overprojection Using Cerebral Arteriograms from CT Perfusion Scans of Subarachnoid Hemorrhage Patients", Annual Meeting of the Radiological Society of North America, 2009. Abstract
  214. A. Firouzian, R. Manniesing, A. van der Lugt, H. Flach and W. Niessen, "Intracranial Aneurysm Segmentation in CTA: Method and Quantitative Validation", Annual Meeting of the Radiological Society of North America, 2008. Abstract/PDF
  215. B. de Hoop, B. van Ginneken, C. Schaefer-Prokop, P. de Jong, H. Gietema and M. Prokop, "Workup of suspicious lesions on digital chest radiography: estimation of the number of unnecessary follow-up CT scans in relation to the threshold of radiological suspicion on chest radiographs", Annual Meeting of the Radiological Society of North America, 2008. Abstract
  216. K. Murphy, B. van Ginneken, E. van Rikxoort, B. de Hoop, J. Pluim and M. Prokop, "Prediction of Obstructive Pulmonary Function by Quantitative Lobar Evaluation of Density Change between Inspiration and Expiration on Thoracic CT", Annual Meeting of the Radiological Society of North America, 2008. Abstract Cited by ~1
  217. K. Murphy, M. Prokop, C. Schaefer-Prokop, H. Gietema, G. Nossent, B. van Ginneken, J. Pluim and Y. Arzhaeva, "Improved Efficiency of Assessment of Interstitial Lung Disease Progression in CT of the Chest by Visualisation of Automatically-registered Image Pairs", Annual Meeting of the Radiological Society of North America, 2008. Abstract
  218. B. van Ginneken, B. de Hoop, E. van Rikxoort, K. Murphy and M. Prokop, "Relating Airway Morphology in Heavy Smokers to Pulmonary Function Impairment", Annual Meeting of the Radiological Society of North America, 2008. Abstract
  219. B. van Ginneken, B. de Hoop and M. Prokop, "Automatic Estimation of Three-Dimensional Lung Volume from Posterior-Anterior and Lateral Chest Radiographs", Annual Meeting of the Radiological Society of North America, 2008. Abstract
  220. E. van Rikxoort, B. van Ginneken, J. Goldin, M. Brown and M. Prokop, "Automatic Quantification of Completeness of Pulmonary Fissures on a Large Database", Annual Meeting of the Radiological Society of North America, 2008. Abstract
  221. P. Koopmans, R. Manniesing, W. Niessen, M. Viergever and M. Barth, "Vein Classification using Vesselness Filters on SWI Data Acquired at 3T and 7T", Annual Meeting of the International Society for Magnetic Resonance in Medicine, 2008. Abstract/PDF
  222. B. van Ginneken, E. van Rikxoort, W. Baggerman, B. de Hoop and M. Prokop, "Automatic Extraction and Anatomical Labeling of the Airway Tree from Inspiration and Expiration Thoracic CT Scans", Annual Meeting of the Radiological Society of North America, 2008. Abstract
  223. B. de Hoop, H. Gietema, B. van Ginneken, P. Zanen and M. Prokop, "Variability of semi-automated pulmonary nodule volume measurements: A comparison of 6 lung nodule evaluation software packages", Annual Meeting of the Radiological Society of North America, 2008. Abstract
  224. A. Mendrik, E. Vonken, B. van Ginneken and M. Prokop, "Automatic segmentation of arteries and veins in 4D cerebral CT perfusion scans", Annual Meeting of the Radiological Society of North America, 2007:644. Abstract
  225. Y. Arzhaeva, M. Prokop, P. de Jong, C. Schaefer-Prokop and B. van Ginneken, "Computer-aided detection of interstitial abnormalities in chest radiographs", Annual Meeting of the Radiological Society of North America, 2007:407. Abstract
  226. Y. Arzhaeva, K. Murphy, M. Prokop, C. Schaefer-Prokop and B. van Ginneken, "Application of computerized texture analysis of CT lung images for estimation of interstitial lung disease progression", Annual Meeting of the Radiological Society of North America, 2007:267. Abstract
  227. E. van Rikxoort, M. Prokop, B. de Hoop, H. Gietema and B. van Ginneken, "Automatic Estimation of Lobar and Segmental Variation of Emphysema Distribution in Chronic Smokers", Annual Meeting of the Radiological Society of North America, 2007:610. Abstract
  228. H. Gietema, P. Zanen, A. Schilham, B. van Ginneken, R. van Klaveren and M. Prokop, "Distribution of emphysema in heavy smokers: Impact on extent of airflow limitation and gas exchange impairment", Annual Meeting of the Radiological Society of North America, 2007:610. Abstract/PDF
  229. I. Išgum, A. Rutten, M. Prokop and B. van Ginneken, "Automated Calcium Scoring in the Aorta in Low Dose Non-contrast-enhanced CT Scans of the Thorax", Annual Meeting of the Radiological Society of North America, 2007:405. Abstract/PDF
  230. E. van Rikxoort, M. Prokop and B. van Ginneken, "Automatic Lung Segmentation from Chest CT Scans Using a Hybrid Algorithm Robust against Pathology", Annual Meeting of the Radiological Society of North America, 2007:267. Abstract
  231. E. van Rikxoort, H. Gietema, M. Prokop and B. van Ginneken, "Fully automatic segmentation of pulmonary segments from computed tomography chest scans", Annual Meeting of the Radiological Society of North America, 2006. Abstract
  232. B. van Ginneken, M. Klik, E. van Rikxoort, H. Gietema, J. Peters and M. Prokop, "Computer-aided diagnosis for distinguishing benign perifissural opacities from other pulmonary nodules in computed tomography chest scans", Annual Meeting of the Radiological Society of North America, 2006:598. Abstract/PDF
  233. P. Koopmans, R. Manniesing, D. Norris, M. Viergever and M. Barth, "Vein Segmentation from 3D High Resolution MR Venograms by Using Vessel Enhancing Diffusion", European Society for Magnetic Resonance in Medicine and Biology, 2006. Abstract/PDF Cited by ~7
  234. R. Manniesing and W. Niessen, "Automated Detection of the Internal Carotid Arteries in Multislice Cerebral CT Angiography", Annual Meeting of the Radiological Society of North America, 2006. Abstract/PDF
  235. A. Schilham, B. van Ginneken, H. Gietema and M. Prokop, "Noise Filtering for Reliable Emphysema Quantification in Thin-slice Low-dose CT Images", Annual Meeting of the Radiological Society of North America, 2005. Abstract
  236. I. Išgum, A. Rutten, M. Prokop and B. van Ginneken, "Automated Calcium Scoring for Risk Assessment of Coronary Artery Disease", Annual Meeting of the Radiological Society of North America, 2005. Abstract
  237. A. Schilham and B. van Ginneken, "Computer-aided diagnosis as a second reader for nodule detection in chest radiographs versus single and double reading", European Congress of Radiology, 2005:205. Abstract Cited by ~3
  238. B. van Ginneken, I. Sluimer, M. Prokop and I. Hartmann, "Automatic detection of the presence of hyperlucencies, fibrosis, ground-glass, consolidations, and focal abnormalities in high resolution CT (HRCT) lung data", Annual Meeting of the Radiological Society of North America, 2005:308. Abstract
  239. B. van Ginneken, A. Schilham, H. Gietema and M. Prokop, "Automatic correction for the influence of inspiration on pulmonary emphysema quantification from multidetector CT scans", Annual Meeting of the Radiological Society of North America, 2005. Abstract
  240. I. Sluimer, P. van Waes and B. van Ginneken, "Texture analysis for automated classification of lung HRCT images", Annual Meeting of the Radiological Society of North America, 2003:647. Abstract
  241. M. Niemeijer, B. van Ginneken and M. Abràmoff, "Automatic Detection and Classification of Microaneurysms and Small Hemors in Colour Fundus Photographs", European Journal of Ophthalmology, 2003;13:226. Abstract
  242. A. Schilham, B. van Ginneken and M. Loog, "Influence of the Number of Training Samples for Computer-Aided Detection of Lung Nodules in Chest Radiographs", Annual Meeting of the Radiological Society of North America, 2003:523-524. Abstract Cited by ~1
  243. T. van Walsum, B. van Ginneken, J. Staal, E. Vonken and M. Viergever, "ImageXplorer (iX), an integrated Windows NT programming environment for rapid development of medical imaging applications", European Congress of Radiology, 2000:166. Abstract

PhD theses

  1. M. Meijs, "Automated Image Analysis and Machine Learning to Detect Cerebral Vascular Pathology in 4D-CTA", 2020. Abstract/PDF
  2. M. Balkenhol, "Tissue-based biomarker assessment for predicting prognosis of triple negative breast cancer: the additional value of artificial intelligence", 2020. Abstract/PDF
  3. T. van den Heuvel, "Automated low-cost ultrasound: improving antenatal care in resource-limited settings", 2019. Abstract/PDF
  4. L. Estrella, "Quantification of COPD biomarkers in thoracic CT scans", 2019. Abstract/PDF
  5. N. Lessmann, "Machine Learning based quantification of extrapulmonary diseases in chest CT", 2019. Abstract/PDF
  6. R. Philipsen, "Automated chest radiography reading. Improvements, validation, and cost-effectiveness analysis", 2019. Abstract/PDF
  7. F. Venhuizen, "Machine Learning for Quantification of Age-Related Macular Degeneration Imaging Biomarkers in Optical Coherence Tomography", 2019. Abstract/PDF
  8. M. Dalmis, "Automated Analysis of Breast MRI From traditional methods into deep learning", 2019. Abstract/PDF
  9. C. Balta, "Objective image quality assessment in X-ray breast imaging", 2019. Abstract/PDF
  10. E. Smit, "Feasibility of a single-acquisition CT stroke protocol", 2019. Abstract/PDF
  11. J. van Zelst, "Automated 3D breast ultrasound Advances in breast cancer detection, diagnosis and screening", 2019. Abstract/PDF
  12. A. Ruiz, "Artificial intelligence & tomosynthesis for breast cancer detection", 2019. Abstract/PDF
  13. M. Ghafoorian, "Machine Learning for Quantification of Small Vessel Disease Imaging Biomarkers", 2018. Abstract/PDF
  14. K. Chung, "Malignancy risk estimation of subsolid nodules", 2018. Abstract/PDF
  15. T. Kooi, "Computer aided diagnosis of breast cancer in mammography using deep neural networks", 2018. Abstract/PDF
  16. J. Mordang, "Towards an independent observer of screening mammograms: detection of calcifications", 2018. Abstract/PDF
  17. A. Setio, "Computer-aided diagnosis in thoracic CT scans for lung cancer screening", 2018. Abstract/PDF
  18. T. Kockelkorn, "Interactive texture analysis in chest CT Scans", 2017. Abstract/PDF
  19. J. Charbonnier, "Segmentation & quantification of airways and blood vessels in chest CT", 2017. Abstract/PDF
  20. K. Holland, "Breast density measurement for personalised screening", 2017. Abstract/PDF
  21. J. Teuwen, "Shedding new light on gaussian harmonic analysis", 2016:139. Abstract/PDF DOI
  22. N. Moriakov, "Entropy and Kolmogorov complexity", 2016:122. Abstract/PDF DOI
  23. W. van de Ven, "MRI guided TRUS prostate biopsy - a viable alternative?", 2016. Abstract/PDF
  24. M. van Grinsven, "Automated analysis of retinal images for detection of age-related macular degeneration and diabetic retinopathy", 2016. Abstract/PDF
  25. B. Lassen-Schmidt, "Automatic and Interactive Segmentation of Pulmonary Lobes and Nodules in Chest CT Images", 2015. Abstract/PDF
  26. C. Jacobs, "Automatic detection and characterization of pulmonary nodules in thoracic CT images", 2015. Abstract/PDF
  27. Litjens and G. S., "Computerized detection of cancer in multi-parametric prostate MRI", 2015. Abstract/PDF
  28. J. Melendez, "Improving computer-aided detection systems through advanced pattern recognition techniques", 2015. Abstract/PDF
  29. A. Gubern-Mérida, "Automated Analysis of Magnetic Resonance Imaging of the Breast", 2015. Abstract/PDF
  30. S. Schalekamp, "Advanced processing in chest radiography: impact on observer performance", 2015. Abstract/PDF
  31. P. Maduskar, "Automated analysis of tuberculosis in chest radiographs", 2015. Abstract/PDF
  32. E. Scholten, "SubSolid Nodules in lung cancer screening", 2014. Abstract/PDF
  33. G. van Schie, "Image Computing Methods for Accurate and Efficient Interpretation of Digital Breast Tomosynthesis", 2014. Abstract/PDF
  34. T. Tan, "Automated 3D Breast Ultrasound Image Analysis", 2014. Abstract/PDF
  35. S. Muenzing, "Learning-based approaches to deformable image registration", 2014. Abstract/PDF
  36. L. Hogeweg, "Automatic detection of tuberculosis in chest radiographs", 2013. Abstract/PDF
  37. A. Firouzian, "Automated Analysis of Intracranial Aneurysm Morphology and Dynamics from CTA Data", 2013. Abstract/PDF
  38. R. Wittenberg, "Computer-Assisted Detection of Acute Pulmonary Embolism", 2012. Abstract/PDF
  39. D. de Boo, "Advances in digital chest radiography: impact on reader performance", 2012. Abstract/PDF
  40. M. Kallenberg, "Quantitative Analysis of Breast Images", 2012. Abstract/PDF
  41. F. Ciompi, "Multi-Class Learning for Vessel Characterization in Intravascular Ultrasound", 2012. Abstract/PDF
  42. R. Hupse, "Detection of malignant masses in breast cancer screening by computer assisted decision making", 2012. Abstract/PDF
  43. M. Samulski, "Computer Aided Detection as a Decision Aid in Medical Screening", 2011. Abstract/PDF
  44. M. Adriaensen, "Imaging in tuberous sclerosis complex", 2011. Abstract/PDF
  45. K. Murphy, "Development and evaluation of automated image analysis techniques in thoracic CT", 2011. Abstract/PDF
  46. P. Vos, "Computer Aided Diagnosis of Prostate Cancer with Magnetic Resonance Imaging", 2011. Abstract/PDF
  47. M. Stoutjesdijk, "Automated analysis of contrast enhancement in magnetic resonance imaging of the breast", 2011. Abstract/PDF
  48. A. Mendrik, "Noise Reduction and Vascular Enhancement in 4D CT Perfusion Scans", 2010. Abstract/PDF
  49. B. de Hoop, "Lung Cancer Screening: Radiological Aspects", 2010. Abstract/PDF
  50. Y. Arzhaeva, "Computer-aided detection and quantification of interstitial lung disease from computed tomography and chest radiography", 2009. Abstract/PDF
  51. E. van Rikxoort, "Segmentation of anatomical structures in chest CT scans", 2009. Abstract/PDF Cited by ~3
  52. Sánchez and C. I., "Retinal image analysis by mixture model based clustering and discriminant analysis for automatic detection of hard exudates and haemorhages: A tool for diabetic retinopathy screening", 2008. Abstract/PDF
  53. S. Lafebre, "From cosmic particle to radio pulse", 2008. Abstract/PDF
  54. I. Išgum, "Computer-aided detection and quantification of arterial calcifications with CT", 2007. Abstract/PDF Cited by ~3
  55. S. Timp, "Analysis of Temporal Mammogram Pairs to Detect and Characterise Mass Lesions", 2006. Abstract/PDF
  56. M. Niemeijer, "Automatic detection of diabetic retinopathy in digital fundus photographs", 2006. Abstract/PDF Cited by ~16
  57. S. van Engeland, "Detection of mass lesions in mammograms by using multiple views", 2006. Abstract/PDF
  58. R. Manniesing, "Image Analysis in CT Angiography", 2006. Abstract/PDF Cited by ~1
  59. I. Sluimer, "Automated image analysis of the pathological lung in CT", 2005. Abstract/PDF
  60. M. Loog, "Supervised Dimensionality Reduction and Contextual Pattern Recognition in Medical Image Processing", 2004. Abstract/PDF
  61. J. Staal, "Segmentation of elongated structures in medical images", 2004. Abstract/PDF Cited by ~5
  62. B. van Ginneken, "Computer-aided diagnosis in chest radiography", 2001. Abstract/PDF Cited by ~51
  63. W. Veldkamp, "Computer Aided Characterization of Microcalcification Clusters in Mammograms", 2000. Abstract/PDF
  64. G. te Brake, "Computer Aided Detection of Masses in Digital Mammograms", 2000. Abstract/PDF Cited by ~9
  65. H. Huisman, "In vivo ultrasonic tissue characterization of liver metastases", 1998. Abstract/PDF Cited by ~7
  66. N. Karssemeijer, "Interpretation of Medical Images by Model Guided Analysis", 1989. Abstract/PDF Cited by ~1

Master theses

  1. R. Kluge, "Pneumothorax Detection On Chest Radiographs: A Comparative Analysis Of Public Datasets, Deep Learning Architectures, And Domain Adaptation Via Iterative Self-Training", 2020. Abstract/PDF
  2. T. de Boer, "A feasibility study for Deep Learning Image Guided Guidewire Tracking for Image-guided Interventions", 2020. Abstract/PDF
  3. J. Winkens, "Out-of-distribution detection for computational pathology with multi-head ensembles", 2019. Abstract/PDF
  4. D. Geijs, "Tumor segmentation in fluorescent TNBC immunohistochemical multiplex images using deep learning", 2019. Abstract/PDF
  5. M. Kok, "Metastases Detection in Lymph Nodes using Transfer Learning", 2019. Abstract/PDF
  6. K. Dercksen, "Prostate Cancer Classification and Label Scarcity", 2019. Abstract/PDF
  7. G. Litjens, "Pharmacokinetic modeling in breast cancer MRI", 2009. Abstract/PDF
  8. R. Manniesing, "Power Analysis of a General Convolution Algorithm mapped on a Linear Processor Array", 1999. Abstract/PDF

Other publications

  1. D. Stoyanov, Z. Taylor, B. Kainz, G. Maicas, R. Beichel, A. Martel, L. Maier-Hein, B. Kanwal, T. Vercauteren, O. Ozan, G. Carneiro, A. Bradley, J. Nascimento, H. Min, M. Brown, C. Jacobs, B. Lassen-Schmidt, K. Mori, J. Petersen, R. Estepar, A. Schmidt-Richberg and C. Veiga, "Image Analysis for Moving Organ, Breast and Thoracic Images", 2018;11040. Abstract/PDF DOI
  2. R. Beichel, K. Farahani, C. Jacobs, S. Kabus, A. Kiraly, J. Kuhnigk, J. McClelland, K. Mori, J. Petersen and S. Rit, "The Sixth International Workshop on Pulmonary Image Analysis", 2016. Abstract/PDF
  3. R. Beichel, M. de Bruijne, S. Kabus, A. Kiraly, J. Kuhnigk, J. McClelland, T. Kitasaka, E. van Rikxoort and S. Rit, "The Fifth International Workshop on Pulmonary Image Analysis", 2013. Abstract/PDF
  4. R. Beichel, M. de Bruijne, B. van Ginneken, S. Kabus, A. Kiraly, J. Kuhnigk, J. McClelland, K. Mori, E. van Rikxoort and S. Rit, "The Fourth International Workshop on Pulmonary Image Analysis", 2011. Abstract/PDF
  5. A. Madabhushi, J. Dowling, H. Huisman and D. Barratt, "Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions", 2011;6963. Abstract DOI
  6. M. Brown, M. de Bruijne, B. van Ginneken, A. Kiraly, J. Kuhnigk, C. Lorenz, K. Mori and J. Reinhardt, "The Third International Workshop on Pulmonary Image Analysis", 2010. Abstract/PDF
  7. B. van Ginneken, K. Murphy, T. Heimann, V. Pekar and X. Deng, "Medical Image Analysis for the Clinic: a Grand Challenge", 2010. Abstract/PDF
  8. N. Karssemeijer and P. Snoeren, "Image Processing", Digital Mammography, 2010:69-83. Abstract/PDF DOI Cited by ~6
  9. M. Brown, M. de Bruijne, B. van Ginneken, A. Kiraly, J. Kuhnigk, C. Lorenz, J. McClelland, K. Mori, A. Reeves and J. Reinhardt, "The Second International Workshop on Pulmonary Image Analysis", 2009. Abstract/PDF
  10. M. Brown, M. de Bruijne, B. van Ginneken, A. Kiraly, J. Kuhnigk, C. Lorenz, K. Mori and J. Reinhardt, "The First International Workshop on Pulmonary Image Analysis", 2008. Abstract/PDF
  11. T. Heimann, M. Styner and B. van Ginneken, "3D Segmentation in the Clinic: A Grand Challenge", 2007. Abstract Cited by ~190
  12. M. Prokop, M. Galanski and C. Schaefer-Prokop, "Spiral and multislice computed tomography of the body", 2003. Abstract Cited by ~473