Publications

2015

Papers in international journals

  1. J.D. Jaramillo, C. Wilson, D.S. Stinson, D.J. Stinson, D.A. Lynch, R.P. Bowler, S. Lutz, J.M. Bon, B. Arnold, M.-L.N. McDonald, G.R. Washko, E.S. Wan, D.L. DeMeo, M.G. Foreman, X. Soler, S.E. Lindsay, N.E. Lane, H.K. Genant, E.K. Silverman, J.E. Hokanson, B.J. Make, J.D. Crapo, E.A. Regan and C. Investigators. "Reduced Bone Density and Vertebral Fractures in Smokers. Men and COPD Patients at Increased Risk", Annals of the American Thoracic Society 2015;12:648-656. Abstract DOI PMID 25719895

  2. L.P. Hayden, B.D. Hobbs, R.T. Cohen, R.A. Wise, W. Checkley, J.D. Crapo, C.P. Hersh and COPDGene Investigators. "Childhood pneumonia increases risk for chronic obstructive pulmonary disease: the COPDGene study.", Respir Res 2015;16:115. Abstract DOI PMID 26392057

  3. H.M. van der Holst, I.W.M. van Uden, A.M. Tuladhar, K.F. de Laat, A.G.W. van Norden, D.G. Norris, E.J. van Dijk, R.A.J. Esselink, B. Platel and F.-E. de Leeuw. "Cerebral small vessel disease and incident parkinsonism: The RUN DMC study.", Neurology 2015;85(18):1569-1577. Abstract DOI PMID 26446068

  4. K. Klooster, N.H.T. ten Hacken, J.E. Hartman, H.A.M. Kerstjens, E.M. van Rikxoort and D.-J. Slebos. "Endobronchial Valves for Emphysema without Interlobar Collateral Ventilation", N Engl J Med 2015;373(24):2325-2335. Abstract/PDF DOI PMID 26650153 Citations found: 63

  5. 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(4):249-254. Abstract/PDF DOI PMID 26767179

  6. J.D. Jaramillo, C. Wilson, D.S. Stinson, D.J. Stinson, D.A. Lynch, R.P. Bowler, S. Lutz, J.M. Bon, B. Arnold, M.-L.N. McDonald, G.R. Washko, E.S. Wan, D.L. DeMeo, M.G. Foreman, X. Soler, S.E. Lindsay, N.E. Lane, H.K. Genant, E.K. Silverman, J.E. Hokanson, B.J. Make, J.D. Crapo, E.A. Regan and COPD Gene Investigators. "Reduced Bone Density and Vertebral Fractures in Smokers. Men and COPD Patients at Increased Risk.", Ann Am Thorac Soc 2015;12(5):648-656. Abstract DOI PMID 25719895

  7. D. van der Waal, M.J. Emaus, M.F. Bakker, G.J. den Heeten, N. Karssemeijer, R.M. Pijnappel, W.B. Veldhuis, A.L.M. Verbeek, C.H. van Gils and M.J.M. Broeders. "Geographic variation in volumetric breast density between screening regions in the Netherlands.", Eur Radiol 2015;25(11):3328-3337. Abstract DOI PMID 26134996

  8. M.J. Emaus, M.F. Bakker, P.H.M. Peeters, C.E. Loo, R.M. Mann, M.D.F. de Jong, R.H.C. Bisschops, J. Veltman, K.M. Duvivier, M.B.I. Lobbes, R.M. Pijnappel, N. Karssemeijer, H.J. de Koning, M.A.A.J. van den Bosch, E.M. Monninkhof, W.P.T.M. Mali, W.B. Veldhuis and C.H. 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(2):527-537. Abstract DOI PMID 26110667

  9. E.T. Scholten, N. Horeweg, H.J. de Koning, R. Vliegenthart, M. Oudkerk, W.P.T.M. Mali and P.A. de Jong. "Computed tomographic characteristics of interval and post screen carcinomas in lung cancer screening.", European Radiology 2015;25(1):81-88. Abstract/PDF DOI PMID 25187382

  10. O. Solyanik, P. Hollmann, S. Dettmer, T. Kaireit, C. Schaefer-Prokop, F. Wacker, J. Vogel-Claussen and H.-O. 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 DOI PMID 26430890

  11. A.A.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 26429238

  12. D.-J. Slebos, E.M. van Rikxoort and W. van der Bij. "Air Trapping in Emphysema", American Journal of Respiratory and Critical Care Medicine 2015;192:e45. PDF DOI PMID 26325161

  13. F. Ciompi, B. de Hoop, S.J. van Riel, K. Chung, E.T. Scholten, M. Oudkerk, P.A. 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 26458112 Citations found: 15

  14. M.M. Teussink, M.B. Breukink, M.J.J.P. van Grinsven, C.B. Hoyng, B.J. Klevering, C.J.F. Boon, E.K. 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 26244299

  15. R. Philipsen, C.I. 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 26212560

  16. G.J.S. Litjens, J.O. Barentsz, N. Karssemeijer and H.J. Huisman. "Clinical evaluation of a computer-aided diagnosis system for determining cancer aggressiveness in prostate MRI", European Radiology 2015;25(11):3187-3199. Abstract/PDF DOI PMID 26060063

  17. E.J. Smit, E.-J. Vonken, F.J.A. Meijer, J.W. Dankbaar, A.D. 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 26113070

  18. M.M. Winkler Wille, S.J. van Riel, Z. Saghir, A. Dirksen, J.H. Pedersen, C. Jacobs, L.H. Thomsen, E.T. Scholten, L.T. 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 25764091

  19. S.J. van Riel, C.I. Sánchez, A.A. Bankier, D.P. Naidich, J. Verschakelen, E.T. Scholten, P.A. 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(3):863-871. Abstract/PDF DOI PMID 26020438

  20. E. Pompe, E.M. van Rikxoort, M. Schmidt, J. Rühaak, L. Gallardo-Estrella, R. Vliegenthart, M. Oudkerk, H.J. de Koning, B. van Ginneken, P.A. de Jong, J.-W.J. Lammers and F.A.A. 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. PDF DOI PMID 25932766

  21. 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 Health Informatics 2015;20(1):281-292. Abstract/PDF DOI PMID 25438332

  22. M.M. Teussink, B. Cense, M.J.J.P. van Grinsven, B.J. Klevering, C.B. 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 26137369

  23. R. Philipsen, P. Maduskar, L. Hogeweg, J. Melendez, C.I. 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 25838517

  24. L. Hogeweg, C.I. 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(12):2429-2442. Abstract/PDF DOI PMID 25706581

  25. F.A.A. Mohamed Hoesein, P.A. de Jong, J.-W.J. Lammers, W.P.T. Mali, M. Schmidt, H.J. de Koning, C. van der Aalst, M. Oudkerk, R. Vliegenthart, H.J.M. Groen, B. van Ginneken, E.M. 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 25614166

  26. A.M. Bluekens, W.J. Veldkamp, K.H. Schuur, N. Karssemeijer, M.J. Broeders and G.J. 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 25571915

  27. A. Gubern-Mérida, M. Kallenberg, R.M. 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;19:349-357. Abstract/PDF DOI PMID 25561456 Citations found: 19

  28. B.C. Lassen, C. Jacobs, J.-M. Kuhnigk, B. van Ginneken and E.M. 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 25591989

  29. M.J.J.P. van Grinsven, G.H.S. Buitendijk, C. Brussee, B. van Ginneken, C.B. Hoyng, T. Theelen, C.C.W. Klaver and C.I. Sánchez. "Automatic identification of reticular pseudodrusen using multimodal retinal image analysis", Investigative Ophthalmology and Visual Science 2015;56(1):633-639. Abstract/PDF DOI PMID 25574052

  30. A.E. Dijkstra, D.S. Postma, B. van Ginneken, M.O. Wielpütz, M. Schmidt, N. Becker, M. Owsijewitsch, H.-U. Kauczor, H.J. de Koning, J.W. Lammers, M. Oudkerk, C.-A. Brandsma, Y. Bossé, D.C. Nickle, D.D. Sin, P.S. Hiemstra, C. Wijmenga, J. Smolonska, P. Zanen, J.M. Vonk, M. van den Berge, H.M. Boezen and H.J.M. 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 25517131

  31. C. Jacobs, E.M. van Rikxoort, E.T. Scholten, P.A. 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 25478740

  32. E.T. Scholten, P.A. de Jong, B. de Hoop, R. van Klaveren, S. van Amelsvoort-van de Vorst, M. Oudkerk, R. Vliegenthart, H.J. de Koning, C.M. van der Aalst, R.M. Vernhout, H.J.M. Groen, J.-W.J. Lammers, B. van Ginneken, C. Jacobs, W.P.T.M. Mali, N. Horeweg, C. Weenink, E. Thunnissen, M. Prokop and H.A. 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 25431271

  33. 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 25532510 Citations found: 22

  34. 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 25420257

  35. E.T. Scholten, P.A. de Jong, C. Jacobs, B. van Ginneken, S. van Riel, M.J. Willemink, R. Vliegenthart, M. Oudkerk, H.J. de Koning, N. Horeweg, M. Prokop, W.P.T.M. Mali and H.A. Gietema. "Interscan variation of semi-automated volumetry of subsolid pulmonary nodules", European Radiology 2015;25:1040-1047. Abstract/PDF DOI PMID 25413965

  36. H.G.J. Kortman, E.J. Smit, M.T.H. Oei, R. Manniesing, M. Prokop and F.J.A. Meijer. "4D-CTA in Neurovascular Disease: A Review", American Journal of Neuroradiology 2015;36:1026-1033. Abstract/PDF DOI PMID 25355812 Citations found: 15

  37. J. Melendez, B. van Ginneken, P. Maduskar, R.H.H.M. Philipsen, K. Reither, M. Breuninger, I.M.O. Adetifa, R. Maane, H. Ayles and C.I. 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 25163057

  38. M. Pokorny, W. Van de Ven, J. Barentsz and L. Thompson. "Reply to Yaalini Shanmugabavan, Stephanie Guillaumier and Hashim U. Ahmed's Letter to the Editor re: Morgan R. Pokorny, Maarten de Rooij, Earl Duncan, et al. Prospective Study of Diagnostic Accuracy Comparing Prostate Cancer Detection by Transrectal Ultrasound-Guided Biopsy Versus Magnetic Resonance (MR) Imaging with Subsequent MR-guided Biopsy in Men Without Previous Prostate Biopsies. Eur Urol 2014;66:22-9", European Urology 2015;67:e54-e55. PDF DOI PMID 25194908

  39. E.T. Scholten, C. Jacobs, B. van Ginneken, S. van Riel, R. Vliegenthart, M. Oudkerk, H.J. de Koning, N. Horeweg, M. Prokop, H.A. Gietema, W.P.T.M. Mali and P.A. 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 25287262

  40. R.A.P. Takx, R. Vliegenthart, F.A.A. Mohamed Hoesein, I. Išgum, H.J. de Koning, W.P.T.M. Mali, C.M. van der Aalst, P. Zanen, J.-W.J. Lammers, H.J.M. Groen, E.M. van Rikxoort, M. Schmidt, B. van Ginneken, M. Oudkerk, T. Leiner and P.A. 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 25182625

  41. T. Tan, J.-J. Mordang, J. van Zelst, A. Grivegnée, A. Gubern-Mérida, J. Melendez, R.M. 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 25832040


Papers in conference proceedings

  1. A.M. Mendrik, E.-j. Vonken, T. Witkamp, M. Prokop, B. van Ginneken and M.A. Viergever. "Using the Fourth Dimension to Distinguish Between Structures for Anisotropic Diffusion Filtering in 4D CT Perfusion Scans", in: Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, volume 8682 of Lecture Notes in Computer Science, 2015, pages 79-87.

  2. E. Garcia, A. Oliver, Y. Diez, D.O., J. Georgii, A. Gubern-Mérida, J. Martí and R. Martí. "Comparing regional breast density using Full-Field Digital Mammograms and Magnetic Resonance Imaging: A preliminary study", in: MICCAI Workshop: Breast Image Analysis, 2015. PDF

  3. A. Gubern-Mérida, T. Tan, J. van Zelst, R.M. Mann, B. Platel and N. Karssemeijer. "Pectoral muscle surface segmentation in automated 3D breast ultrasound using cylindrical transform and atlas information", in: MICCAI Workshop: Breast Image Analysis, 2015. PDF

  4. J. Schwaab, A. Gubern-Mérida, L. Wang and M. Gunther. "Automatic assessment of nipple position in Automated 3D Breast Ultrasound images", in: MICCAI Workshop: Breast Image Analysis, 2015. PDF

  5. M. Razavi, L. Wang, A. Gubern-Mérida, T. Ivanovska, H. Laue, N. Karssemeijer and H.K. Hahn. "Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal", in: Image Analysis and Processing—ICIAP 2015, 2015, pages 528-536. PDF

  6. M. Meijs, O.A. Debats and H.J. Huisman. "The evaluation of multi-structure, multi-atlas pelvic anatomy features in a prostate MR Lymphography CAD system", in: Medical Imaging, volume 9414 of Proceedings of the SPIE, 2015, page 94140T. Abstract/PDF DOI

  7. J.-J. Mordang and N. Karssemeijer. "Vessel segmentation in screening mammograms", in: Medical Imaging, volume 9414 of Proceedings of the SPIE, 2015, page 94140J. Abstract/PDF DOI

  8. B. van Ginneken, A.A.A. Setio, C. Jacobs and F. Ciompi. "Off-the-shelf convolutional neural network features for pulmonary nodule detection in computed tomography scans", in: IEEE International Symposium on Biomedical Imaging, 2015, pages 286-289. Abstract/PDF DOI Citations found: 29

  9. L. Wang, J. Strehlow, J. Ruehaak, F. Weiler, Y. Diez, A. Gubern-Mérida, S. Diekmann, H. Laue and H.K. Hahn. "A fast alignment method for breast MRI follow-up studies using automated breast segmentation and current-prior registration", in: Medical Imaging, volume 9413 of Proceedings of the SPIE, 2015, pages 941334-941334-8. Abstract/PDF DOI

  10. A.A.A. Setio, C. Jacobs, F. Ciompi, S.J. van Riel, M.M.W. Wille, A. Dirksen, E.M. van Rikxoort and B. van Ginneken. "Computer-aided detection of lung cancer: combining pulmonary nodule detection systems with a tumor risk prediction model", in: Medical Imaging, volume 9414 of Proceedings of the SPIE, 2015. Abstract/PDF DOI

  11. F.G. Venhuizen, B. van Ginneken, B. Bloemen, M.J.J.P. van Grinsven, R. Philipsen, C. Hoyng, T. Theelen and C.I. Sánchez. "Automated Age-Related Macular Degeneration Classification in OCT using Unsupervised Feature Learning", in: Medical Imaging, volume 9414 of Proceedings of the SPIE, 2015. Abstract/PDF DOI

  12. B. Ehteshami Bejnordi, G. Litjens, M. Hermsen, N. Karssemeijer and J.A.W.M. van der Laak. "A multi-scale superpixel classification approach for region of interest detection in whole slide histopathology images", in: Medical Imaging, volume 9420 of Proceedings of the SPIE, 2015, page 94200H. Abstract/PDF DOI

  13. 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", in: Medical Imaging, volume 9414 of Proceedings of the SPIE, 2015, page 94142P. Abstract/PDF DOI

  14. G. Litjens, B. Ehteshami Bejnordi, N. Timofeeva, G. Swadi, I. Kovacs, C.A. Hulsbergen-van de Kaa and J.A.W.M. van der Laak. "Automated detection of prostate cancer in digitized whole-slide images of H&E-stained biopsy specimens", in: Medical Imaging, volume 9420 of Proceedings of the SPIE, 2015, page 94200B. Abstract/PDF DOI

  15. M. Ghafoorian, N. Karssemeijer, F.E. de Leeuw, T. Heskes, E. Marchiori and B. Platel. "Small White Matter Lesion Detection in Cerebral Small Vessel Disease", in: Medical Imaging, volume 9414 of Proceedings of the SPIE, 2015, page 941411. Abstract/PDF DOI

  16. T.L.A. van den Heuvel, M. Ghafoorian, A.W. van der Eerden, B.M. Goraj, T.M.J.C. Andriessen, B.M. ter Haar Romeny and B. Platel. "Computer Aided Detection of Brain Micro-Bleeds in Traumatic Brain Injury", in: Medical Imaging, volume 9414 of Proceedings of the SPIE, 2015, page 94142F. Abstract/PDF DOI

  17. F. Ciompi, C. Jacobs, E.T. Scholten, S. van Riel, M.M.W. Wille, M. Prokop and B. van Ginneken. "Automatic detection of spiculation of pulmonary nodules in Computed Tomography images", in: Medical Imaging, volume 9414 of Proceedings of the SPIE, 2015. Abstract/PDF DOI


Abstracts

  1. F.G. Venhuizen, M.B. Breukink, B. van Ginneken, M.J.J.P. van Grinsven, B. Bloemen, C.B. Hoyng, T. Theelen, C.J.F. Boon and C.I. Sánchez. "Automated Quantification of Subretinal Fluid in Central Serous Chorioretinopathy in 3D Optical Coherence Tomography Images", in: Association for Research in Vision and Ophthalmology, 2015. Abstract

  2. 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", in: European Congress of Radiology, 2015. Abstract

  3. J. Charbonnier, M. Brink, F. Ciompi, E.T. Scholten, C.M. Schaefer-Prokop and E.M. Van Rikxoort. "Automatic Separation and Classification of Arteries and Veins in Non-Contrast Thoracic CT Scans", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  4. J. Charbonnier, L. Hogeweg, J. Kuhnigk, D.A. Lynch and E.M. Van Rikxoort. "Sensitivity of airway wall thickness measurements: influence of small airways", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  5. 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", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  6. A. Gubern-Mérida, T. Tan, J. van Zelst, R.M. Mann, B. Platel and N. Karssemeijer. "Evaluation of a Novel Method to Segment the Pectoral Muscle Surface in Automated Whole Breast Ultrasound", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  7. A. Gubern-Mérida, S. Vreemann, R. Marti, J. Melendez, R.M. 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", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  8. L. Wang, A. Gubern-Mérida, S.D. Diekmann, R.M. Mann, H.O. Laue and H.K. Hahn. "Automatic Spatial Linking of Lesions in Breast MRI Follow-up Images", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  9. S. van Riel, F. Ciompi, M.W. 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", in: World Conference on Lung Cancer, 2015. Abstract

  10. S. van Riel, F. Ciompi, M.W. 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?", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  11. S. van Riel, F. Ciompi, M.W. 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?", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  12. 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?", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  13. 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", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  14. K. Holland, C. van Gils, J. Wanders, R. Mann and N. Karssemeijer. "Consistency of density categories over multiple screening rounds using volumetric breast density", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  15. 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", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  16. F.G. Venhuizen, M.J. van Grinsven, C.B. Hoyng, T. Theelen, B. van Ginneken and C.I. Sanchez. "Vendor Independent Cyst Segmentation in Retinal SD-OCT Volumes using a Combination of Multiple Scale Convolutional Neural Networks", in: Medical Image Computing and Computer-Assisted Intervention, 2015. Abstract/PDF

  17. 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", in: World Conference on Lung Cancer, 2015. Abstract

  18. 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", in: World Conference on Lung Cancer, 2015. Abstract

  19. 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", in: European Congress of Radiology, 2015. Abstract/PDF

  20. P. Maduskar, I. Adetifa, J. van den Hombergh, E. Leroy-Terquem, A. Fasan-Odunsi, C.I. 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", in: Union World Conference on Lung Health, 2015. Abstract

  21. R.H. Philipsen, C.I. Sánchez, P. Maduskar, J. Melendez, B. van Ginneken and W. Lew. "Objective Computerized Chest Radiography Screening to Detect Tuberculosis in the Philippines", in: Union World Conference on Lung Health, 2015. Abstract

  22. K. Holland, A. Gubern-Mérida, R. Mann and N. Karssemeijer. "Improved volumetric breast density assessment in dense breasts", in: 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015. Abstract

  23. 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", in: 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015.

  24. J.O.P. Wanders, K. Holland, P.H.M. Peeters, N. Karssemeijer and C.H. van Gils. "Combined effect of dense and nondense breast volume on breast cancer risk", in: 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015.

  25. J.O.P. Wanders, K. Holland, P.H.M. Peeters, N. Karssemeijer and C.H. van Gils. "Volumetric breast density and the risk of screen detected and interval breast cancer", in: 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015.

  26. J.O.P. Wanders, K. Holland, W.B. Veldhuis, R.M. Mann, P.H.M. Peeters, C.H. van Gils and N. Karssemeijer. "Effect of volumetric mammographic density on performance of a breast cancer screening program using full-field digital mammography", in: 7th International Workshop on Breast Densitometry and Cancer Risk Assessment, 2015.

  27. R. Arntz, S. van den Broek, L. Rutten-Jacobs, N. Maaijwee, I. van Uden, M. Ghafoorian, B. Platel, E. van Dijk and F. de Leeuw. "Small vessel disease after stroke at young age: the FUTURE-study", in: European Stroke Organization, 2015.

  28. V. Lohner, I. van Uden, H. van der Holst, A. Tuladhar, A. van Norden, M. Bergkamp, K. de Laat, R. Arntz, M. Ghafoorian, B. Platel, E. van Dijk and F. de Leeuw. "Run away from small vessel disease: physical activity reduces progression of white matter hyperintensities: the RUN DMC study", in: European Stroke Organization, 2015.

  29. I. van Uden, H. van der Holst, A. Tuladhar, A. van Norden, K. de Laat, R. Arntz, M. Ghafoorian, B. Platel, J. Claassen, R. Kessels, E. van Dijk and F. de Leeuw. "Both WMH increase and decline increase the risk of incident dementia; a prospective cohort study: the RUN DMC study", in: European Stroke Organization, 2015.

  30. 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?", in: ECR, 2015. Abstract

  31. C.I. Sánchez, S. Lambertus, B. Bloemen, N. Bax, F.G. Venhuizen, M.J.J.P. van Grinsven, B. van Ginneken, T. Theelen and C. Hoyng. "Automatic quantification of geographic atrophy in fundus autofluorescence images of Stargardt patients", in: Association for Research in Vision and Ophthalmology, 2015. Abstract

  32. 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?", in: European Congress of Radiology, 2015. Abstract

  33. 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", in: European Congress of Radiology, 2015. Abstract

  34. 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?", in: European Congress of Radiology, 2015. Abstract

  35. A. Gubern-Mérida, S. Vreemann, R. Marti, J. Melendez, S. Lardenoije, R.M. Mann, B. Platel and N. Karssemeijer. "Automated detection of breast cancer as an aid in the interpretation of screening MRI", in: European Congress of Radiology, 2015. Abstract

  36. L. Wang, A. Gubern-Mérida, O. Diaz, Y. Diez, R.M. Mann, S. Diekmann, F. Zohrer, H. Laue and J. Schwaab. "Automated detection of motion in breast DCE-MRI to assess study quality and prevent unnecessary call-backs", in: ECR, 2015. PDF DOI

  37. M.G. Kallenberg, K. Petersen, M. Lillholm, D.R. Jørgensen, 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", in: ECR, 2015. Abstract

  38. M.J.J.P. van Grinsven, F.G. Venhuizen, B. van Ginneken, C.B. Hoyng, T. Theelen and C.I. Sánchez. "Automatic detection of eye diseases using automated color fundus image analysis", in: Association for Research in Vision and Ophthalmology, 2015. Abstract

  39. 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.-W. Lammers and F. Mohamed Hoesein. "Bone density is associated with emphysema and air trapping on CT in smokers", in: American Thoracic Society International Conference, 2015. Abstract DOI

  40. 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", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract

  41. 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?", in: Annual Meeting of the Radiological Society of North America, 2015. Abstract


Theses

  1. B. Lassen-Schmidt. "Automatic and Interactive Segmentation of Pulmonary Lobes and Nodules in Chest CT Images", PhD thesis, Radboud Universiteit Nijmegen, 2015. Abstract/PDF URL

  2. C. Jacobs. "Automatic detection and characterization of pulmonary nodules in thoracic CT images", PhD thesis, Radboud Universiteit Nijmegen, 2015. Abstract/PDF URL

  3. P. Maduskar. "Automated analysis of tuberculosis in chest radiographs", PhD thesis, Radboud Universiteit Nijmegen, 2015. Abstract/PDF URL

  4. J. Melendez. "Improving computer-aided detection systems through advanced pattern recognition techniques", PhD thesis, Radboud Universiteit Nijmegen, 2015. Abstract/PDF URL

  5. S. Schalekamp. "Advanced processing in chest radiography: impact on observer performance", PhD thesis, Radboud Universiteit Nijmegen, 2015. Abstract/PDF URL

  6. A. Gubern-Mérida. "Automated Analysis of Magnetic Resonance Imaging of the Breast", PhD thesis, Radboud Universiteit Nijmegen / Universitat de Girona, 2015. Abstract/PDF URL

  7. G.J.S. Litjens. "Computerized detection of cancer in multi-parametric prostate MRI", PhD thesis, Radboud Universiteit Nijmegen, 2015. Abstract/PDF URL