M. Tammemagi, A.J. Ritchie, S. Atkar-Khattra, B. Dougherty, C. Sanghera, J.R. Mayo, R. Yuan, D. Manos, A.M. McWilliams, H. Schmidt, M. Gingras, S. Pasian, L. Stewart, S. Tsai, J.M.Seely, P. Burrowes, R. Bhatia, E.A.Haider, C. Boylan, C. Jacobs, B. van Ginneken, M.-S. Tsao, S. Lam and the Pan-Canadian Early Detection of Lung Cancer Study Group. "Predicting Malignancy Risk of Screen Detected Lung Nodules – Mean Diameter or Volume", Journal of Thoracic Oncology 2019;14:203-211. Abstract/PDFDOIPMID
S.J. van Riel, C. Jacobs, E.T. Scholten, R. Wittenberg, M.M. Winkler Wille, B. de Hoop, R. Sprengers, O.M. 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(2):924-931. Abstract/PDFDOIPMID
K. Chung, O.M. Mets, P.K. Gerke, C. Jacobs, A.M. den Harder, E.T. Scholten, M. Prokop, P.A. de Jong, B. van Ginneken and C.M. Schaefer-Prokop. "Brock malignancy risk calculator for pulmonary nodules: validation outside a lung cancer screening population", Thorax 2018;73:857-863. Abstract/PDFDOIPMID
K. Chung, F. Ciompi, J.M. Scholten, E. Th. Goo, M. Prokop, C. Jacobs, B. van Ginneken and C.M. Schaefer-Prokop. "Visual Discrimination of Screen-detected Persistent from Transient Subsolid Nodules: an Observer Study", PLoS One 2018;13:e0191874. Abstract/PDFDOIPMID
J.-P. Charbonnier, K. Chung, E.T. Scholten, E.M. van Rikxoort, C. Jacobs, N. Sverzellati, M. Silva, U. Pastorino, B. van Ginneken and F. Ciompi. "Automatic segmentation of the solid core and enclosed vessels in subsolid pulmonary nodules", Nature Scientific Reports 2018;8:646. Abstract/PDFDOIPMID
A. Schreuder, B. van Ginneken, E.T. Scholten, C. Jacobs, M. Prokop, N. Sverzellati, S.R. Desai, A. Devaraj and C.M. Schaefer-Prokop. "Classification of CT Pulmonary Opacities as Perifissural Nodules: Reader Variability", Radiology 2018;288(3):867-875. Abstract/PDFDOIPMID
A. Schreuder, C. Schaefer-Prokop, E. Scholten, C. Jacobs, M. Prokop and B. van Ginneken. "Lung cancer risk to personalise annual and biennial follow-up computed tomography screening", Thorax 2018;73(7):626-633. Abstract/PDFDOIPMID
G.E. Humpire Mamani, A. Setio, B. van Ginneken and C. Jacobs. "Efficient organ localization using multi-label convolutional neural networks in thorax-abdomen CT scans", Physics in Medicine and Biology 2018;63(8):085003. Abstract/PDFDOIPMID
M. Silva, M. Prokop, C. Jacobs, G. Capretti, N. Sverzellati, F. Ciompi, B. van Ginneken, C.M. Schaefer-Prokop, C. Galeone, A. Marchianò and U. Pastorino. "Long-term Active Surveillance of Screening Detected Subsolid Nodules is a Safe Strategy to Reduce Overtreatment", Journal of Thoracic Oncology 2018;13:1454-1463. Abstract/PDFDOIPMID
M. Silva, C.M. Schaefer-Prokop, C. Jacobs, G. Capretti, F. Ciompi, B. van Ginneken, U. Pastorino and N. Sverzellati. "Detection of Subsolid Nodules in Lung Cancer Screening: Complementary Sensitivity of Visual Reading and Computer-Aided Diagnosis.", Investigative Radiology 2018;53(8):441-449. Abstract/PDFDOIPMID
L. Gallardo-Estrella, E. Pompe, P.A. de Jong, C. Jacobs, E.M. van Rikxoort, M. Prokop, C.I. Sánchez and B. van Ginneken. "Normalized emphysema scores on low dose CT: Validation as an imaging biomarker for mortality", PLoS One 2017;12:e0188902. Abstract/PDFDOIPMID
A.A.A. Setio, A. Traverso, T. de Bel, M.S.N. Berens, C. v. d. Bogaard, P. Cerello, H. Chen, Q. Dou, M.E. Fantacci, B. Geurts, R. v. d. Gugten, P.A. Heng, B. Jansen, M.M.J. de Kaste, V. Kotov, J.Y.-H. Lin, J.T.M.C. Manders, A. Sóñora-Mengana, J.C. García-Naranjo, E. Papavasileiou, M. Prokop, M. Saletta, C.M. Schaefer-Prokop, E.T. Scholten, L. Scholten, M.M. Snoeren, E.L. Torres, J. Vandemeulebroucke, N. Walasek, G.C.A. Zuidhof, B. v. 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/PDFDOIarXivPMID
K. Chung, C. Jacobs, E.T. Scholten, O.M. Mets, I. Dekker, M. Prokop, B. van Ginneken and C.M. 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/PDFDOIPMID
K. Chung, C. Jacobs, E.T. Scholten, J.M. Goo, H. Prosch, N. Sverzellati, F. Ciompi, O.M. Mets, P.K. Gerke, M. Prokop, B. van Ginneken and C.M. Schaefer-Prokop. "Lung-RADS Category 4X: Does It Improve Prediction of Malignancy in Subsolid Nodules?", Radiology 2017;284(1):264-271. Abstract/PDFDOIPMID
S.J. van Riel, F. Ciompi, C. Jacobs, M.M. Winkler Wille, E.T. 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(10):4019-4029. Abstract/PDFDOIPMID
F. Ciompi, K. Chung, S.J. van Riel, A.A.A. Setio, P.K. Gerke, C. Jacobs, E.T. Scholten, C.M. Schaefer-Prokop, M.M.W. 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(46479). Abstract/PDFDOIarXivPMID
A.J. Ritchie, C. Sanghera, C. Jacobs, W. Zhang, J. Mayo, H. Schmidt, M. Gingras, S. Pasian, L. Stewart, S. Tsai, D. Manos, J.M. Seely, P. Burrowes, R. Bhatia, S. Atkar-Khattra, B. van Ginneken, M. Tammemagi, M.S. Tsao, S. Lam and the Pan-Canadian Early Detection of Lung Cancer Study Group. "Computer Vision Tool and Technician as First Reader of Lung Cancer Screening CT Scans", Journal of Thoracic Oncology 2016;11:709-717. Abstract/PDFDOIPMID
A.A.A. Setio, F. Ciompi, G. Litjens, P. Gerke, C. Jacobs, S. van Riel, M.W. 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(5):1160-1169. Abstract/PDFDOIPMID
C. Jacobs, E.M. van Rikxoort, K. Murphy, M. Prokop, C.M. 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/PDFDOIPMID
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/PDFDOIPMID
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/PDFDOIPMID
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/PDFDOIPMID
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/PDFDOIPMID
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/PDFDOIPMID
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/PDFDOIPMID
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/PDFDOIPMID
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/PDFDOIPMID
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/PDFDOIPMID
C. Jacobs, E.M. van Rikxoort, T. Twellmann, E.T. Scholten, P.A. de Jong, J.M. Kuhnigk, M. Oudkerk, H.J. 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/PDFDOIPMID
E.T. Scholten, B. de Hoop, C. Jacobs, S. van Amelsvoort-van de Vorst, R.J. van Klaveren, M. Oudkerk, R. Vliegenthart, H.J. de Koning, C.M. van der Aalst, W.T.M. Mali, H.A. Gietema, M. Prokop, B. van Ginneken and P.A. de Jong. "Semi-automatic quantification of subsolid pulmonary nodules: comparison with manual measurements", PLoS One 2013;8:e80249. Abstract/PDFDOIPMID
E.T. Scholten, C. Jacobs, B. van Ginneken, M.J. Willemink, J.-M. Kuhnigk, P.M.A. van Ooijen, M. Oudkerk, W.P.T.M. Mali and P.A. de Jong. "Computer-Aided Segmentation and Volumetry of Artificial Ground-Glass Nodules at Chest CT", American Journal of Roentgenology 2013;201:295-300. Abstract/PDFDOIPMID
O.M. Mets, R.A. van Hulst, C. Jacobs, B. van Ginneken and P.A. de Jong. "Normal Range of Emphysema and Air Trapping on CT in Young Men", American Journal of Roentgenology 2012;199:336-340. Abstract/PDFDOIPMID
Preprints
P. Bilic, P.F. Christ, E. Vorontsov, G. Chlebus, H. Chen, Q. Dou, C.-W. Fu, X. Han, P.-A. Heng, J. Hesser, S. Kadoury, T. Konopczynski, M. Le, C. Li, X. Li, J. Lipkovà, J. Lowengrub, H. Meine, J.H. Moltz, C. Pal, M. Piraud, X. Qi, J. Qi, M. Rempfler, K. Roth, A. Schenk, A. Sekuboyina, E. Vorontsov, P. Zhou, C. Hülsemeyer, M. Beetz, F. Ettlinger, F. Gruen, G. Kaissis, F. Lohöfer, R. Braren, J. Holch, F. Hofmann, W. Sommer, V. Heinemann, C. Jacobs, G.E.H. Mamani, B. van Ginneken, G. Chartrand, A. Tang, M. Drozdzal, A. Ben-Cohen, E. Klang, M.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.H. Menze. "The Liver Tumor Segmentation Benchmark (LiTS)", arXiv:1901.04056 2019. Abstract
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
Papers in conference proceedings
G. Aresta, T. Araujo, C. Jacobs, B. van Ginneken, A. Cunha, I. Ramos and A. Campilho. "Towards an automatic lung cancer screening system in low dose computed tomography", in: MICCAI Workshop: Thoracic Image Analysis, volume 11040 of Lecture Notes in Computer Science, 2018. Abstract/PDFDOI
G.E. Humpire Mamani, A.A.A. Setio, B. van Ginneken and C. Jacobs. "Organ detection in thorax abdomen CT using multi-label convolutional neural networks", in: Medical Imaging, volume 10134 of Proceedings of the SPIE, 2017. Abstract/PDFDOI
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/PDFDOI
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/PDFDOI
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/PDFDOI
C. Jacobs, S.H.T. Opdam, E.M. van Rikxoort, O.M. Mets, J. Rooyackers, P.A. 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", in: Medical Imaging, volume 9035 of Proceedings of the SPIE, 2014, page 90351I. Abstract/PDFDOI
C. Jacobs, K. Murphy, T. Twellmann, P.A. de Jong and B. van Ginneken. "Computer-Aided Detection of Solid and Ground Glass Nodules in Thoracic CT images using two independent CAD systems", in: The Fourth International Workshop on Pulmonary Image Analysis, 2011, pages 177-182. Abstract/PDF
C. Jacobs, C.I. Sánchez, S.C. Saur, T. Twellmann, P.A. de Jong and B. van Ginneken. "Computer-Aided Detection of Ground Glass Nodules in Thoracic CT images using Shape, Intensity and Context Features", in: Medical Image Computing and Computer-Assisted Intervention, volume 6893 of Lecture Notes in Computer Science, 2011, pages 207-214. Abstract/PDFDOIPMID
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", in: Medical Imaging, volume 7628 of Proceedings of the SPIE, 2010, pages 76280K-76280K-8. Abstract/PDFDOI
A.H. Le, Y.W. Park, K. Ma, C. Jacobs and B.J. Liu. "Performance evaluation for volumetric segmentation of multiple sclerosis lesions using MATLAB and computing engine in the graphical processing unit (GPU)", in: Medical Imaging, volume 7628 of Proceedings of the SPIE, 2010, pages 76280W-76280W-6. Abstract/PDFDOI
K. Ma, C. Jacobs, J. Fernandez, L. Amezcua and B. Liu. "The development of a disease oriented eFolder for multiple sclerosis decision support", in: Medical Imaging, volume 7628 of Proceedings of the SPIE, 2010, pages 76280G-76280G-7. Abstract/PDFDOI
Abstracts
M. Hall, A.A.A. Setio, S. Sheridan, M. Sproule, M. Williams, E.T. Scholten, C. Jacobs, B. Van Ginneken and R.G.. "Computer aided detection (CAD) and scoring of lung nodules in a Scottish lung cancer screening programme", in: European Congress of Radiology, 2018. AbstractDOI
A. Schreuder, B. van Ginneken, E.T. Scholten, C. Jacobs, M. Prokop, N. Sverzellati, S.R. Desai, A. Devaraj and C.M. Schaefer-Prokop. "What is a perifissural nodule? Low inter-observer agreement in NLST data", in: European Societies of Cardiovascular Radiology and Thoracic Imaging joint meeting, 2018. Abstract
A. Schreuder, C. Jacobs, L. Gallardo-Estrella, C.M. Schaefer-Prokop, W. Fukumoto, M. Prokop and B. van Ginneken. "Normalized emphysema score progression: An improved CT biomarker for mortality", in: Annual Meeting of the Radiological Society of North America, 2018. Abstract
A. Schreuder, C. Jacobs, N. Lessmann, E.T. Scholten, I. Isgum, M. Prokop, C.M. Schaefer-Prokop and B. van Ginneken. "Improved Lung Cancer and Mortality Prediction Accuracy Using Survival Models Based on Semi-Automatic CT Image Measurements", in: World Conference on Lung Cancer, 2018. Abstract
A. Schreuder, C.M. Schaefer-Prokop, E.T. Scholten, D. Lynch, J.-P. Charbonnier and C. Jacobs. "Perifissural nodule count as a biomarker for COPD GOLD stages and emphysema measurements?", in: European Societies of Cardiovascular Radiology and Thoracic Imaging Joint Meeting, 2018. Abstract
J. Bukala, G.E. 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", in: Annual Meeting of the Radiological Society of North America, 2017. Abstract
A. Schreuder, C.M. Schaefer-Prokop, E.T. 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", in: Annual Meeting of the Radiological Society of North America, 2017. Abstract
M. Silva, G. Capretti, N. Sverzellati, C. Jacobs, F. Ciompi, B. van Ginneken, C.M. Schaefer-Prokop, M. Prokop, A. Marchiano and U. Pastorino. "Non-solid and Part-solid Nodules: Comparison Between Visual and Computer Aided Detection", in: World Congress of Thoracic Imaging, 2017. Abstract
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", in: European Congress of Radiology, 2017. Abstract
E.T. Scholten, C. Jacobs, C.M. Schaefer-Prokop, J. Rühaak, H.J. de Koning, M. Oudkerk, P.A. de Jong, M. Prokop and B. van Ginneken. "Temporal subtraction of chest CT in lung cancer screening", in: European Congress of Radiology, 2016. Abstract
F. Ciompi, K. Chung, A.A.A. Setio, S.J. van Riel, E.T. Scholten, P.K. Gerke, C. Jacobs, U. Pastorino, A. Marchiano, M.M.W. Wille, M. Prokop and B. van Ginneken. "Pulmonary nodule type classification with convolutional networks", in: Medical Image Computing and Computer-Assisted Intervention, 2016. Abstract/PDF
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
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
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
A.A.A. Setio, J. Gelderblom, C. Jacobs and B. van Ginneken. "Automatic Detection of Large Pulmonary Nodules in Thoracic CT Images", in: Annual Meeting of the Radiological Society of North America, 2014. Abstract
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", in: Annual Meeting of the Radiological Society of North America, 2014. Abstract/PDF
B. van Ginneken, C. Jacobs, E.T. Scholten, M. Prokop and P.A. de Jong. "Feasibility of Rapid Reading of CT Lung Cancer Screening with Computer-Aided Detection Support", in: Annual Meeting of the Radiological Society of North America, 2014. Abstract
B.C. Lassen, J. Kuhnigk, C. Jacobs, E.M. van Rikxoort and B. van Ginneken. "Fully Automatic Volumetric Segmentation of Pulmonary Nodules: Evaluation using the Complete LIDC/IDRI Database", in: Annual Meeting of the Radiological Society of North America, 2014. Abstract
B. van Ginneken, E.M. van Rikxoort, S.J. Lafebre, C. Jacobs, M. Schmidt, J.-M. Kuhnigk, M. Prokop, C.M. 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", in: Annual Meeting of the Radiological Society of North America, 2013. Abstract
C. Jacobs, B. van Ginneken, S. Fromme, M. Prokop and E.M. van Rikxoort. "Benchmarking computer-aided detection of pulmonary nodules on the recently completed publicly available LIDC/IDRI database", in: Annual Meeting of the Radiological Society of North America, 2013. Abstract
S.J. van Riel, E.M. van Rikxoort, C. Jacobs, S. Schalekamp, M. Prokop, B. van Ginneken, P.A. de Jong, E.T. Scholten, H.A. Gietema and C.M. Schaefer-Prokop. "Intra- and inter-reader variability of pulmonary nodule classification according to the Fleischner guidelines: clinical consequences", in: Annual Meeting of the Radiological Society of North America, 2013. Abstract
S.J. van Riel, C.M. Schaefer-Prokop, E.M. van Rikxoort, B. van Ginneken, M. Prokop, S. Schalekamp, C. Jacobs, P.A. de Jong, H.A. Gietema and E.T. Scholten. "Impact of section thickness on classification of pulmonary nodules into solid, part-solid, and non-solid: an observer study", in: Annual Meeting of the Radiological Society of North America, 2013. Abstract
C. Jacobs, E.M. van Rikxoort, J.-M. Kuhnigk, E.T. Scholten, P.A. 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", in: European Congress of Radiology, 2013. Abstract
C. Jacobs, E.M. van Rikxoort, J.-M. Kuhnigk, E.T. Scholten, P.A. 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", in: European Congress of Radiology, 2013. Abstract
B.C. Lassen, M. Schmidt, E.M. 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", in: Annual Meeting of the Radiological Society of North America, 2012. Abstract
C. Jacobs, J. Kuhnigk, E.M. 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", in: Annual Meeting of the Radiological Society of North America, 2012. Abstract
C. Jacobs, E.M. 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", in: Annual Meeting of the Radiological Society of North America, 2012. Abstract
C. Jacobs, E.T. Scholten, S.C. Saur, T. Twellmann, P.A. de Jong and B. van Ginneken. "Computer-Aided Detection of Ground Glass Nodules in Lung Cancer Screening: Retrospective Evaluation of Potential Benefit", in: European Congress of Radiology, 2012. Abstract
C. Jacobs, E.T. Scholten, S.C. Saur, T. Twellmann, P.A. de Jong and B. van Ginneken. "Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images", in: Annual Meeting of the Radiological Society of North America, 2011. Abstract
Theses
K. Chung. "Malignancy risk estimation of subsolid nodules", PhD thesis, Radboud University, Nijmegen, The Netherlands, 2018. Abstract/PDFURL
A.A.A. Setio. "Computer-aided diagnosis in thoracic CT scans for lung cancer screening", PhD thesis, Radboud University, Nijmegen, The Netherlands, 2018. Abstract/PDFURL
C. Jacobs. "Automatic detection and characterization of pulmonary nodules in thoracic CT images", PhD thesis, Radboud Universiteit Nijmegen, 2015. Abstract/PDFURL
Other publications
D. Stoyanov, Z. Taylor, B. Kainz, G. Maicas, R. Beichel, A. Martel, L. Maier-Hein, B. Kanwal, T. Vercauteren, O. Ozan, G. Carneiro, A.P. Bradley, J. Nascimento, H. Min, M.S. Brown, C. Jacobs, B. Lassen-Schmidt, K. Mori, J. Petersen, R.S.J. Estépar, A. Schmidt-Richberg and C. Veiga. "Image Analysis for Moving Organ, Breast and Thoracic Images", 2018. Abstract/PDFDOI
R. Beichel, K. Farahani, C. Jacobs, S. Kabus, A.P. Kiraly, J.M. Kuhnigk, J. McClelland, K. Mori, J. Petersen and S. Rit. "The Sixth International Workshop on Pulmonary Image Analysis", 2016. Abstract/PDFURL