Publications of Bram van Ginneken
2012
Papers in international journals
- 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.
- L. Hogeweg, C. Sánchez, P. de Jong, P. Maduskar and B. van Ginneken, "Clavicle segmentation in chest radiographs", Medical Image Analysis, 2012;16(8):1490 - 1502.
- 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.
- 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.
- 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(2):611-616.
- 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(11):2093-2107.
- 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(2):336-340.
- 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(6):1530-1538.
- 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(11):2171-2177.
- 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(3):1650-1662.
- 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(3):505-511.
- 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.
- 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(4):844-850.
- 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.
- 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(2):302-309.
- 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(1):120-128.
- 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(1):50-62.
Papers in conference proceedings
- S. Muenzing, B. van Ginneken and J. Pluim, "On Combining Algorithms for Deformable Image Registration", Biomedical Image Registration, 2012:256-265.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
Abstracts
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
2011
Papers in international journals
- B. van Ginneken, C. Schaefer-Prokop and M. Prokop, "Computer-aided Diagnosis: how to Move from the Laboratory to the Clinic", Radiology, 2011;261(3):719-732.
- 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(16):1775-1781.
- 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(11):1941-1950.
- 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.
- 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(11):1901-1920.
- 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.
- 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.
- 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.
- 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.
- 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(2):215-223.
- 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(1):71-84.
Papers in conference proceedings
- 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.
- 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(1):796614-1-796614-6.
- 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.
- 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.
- 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.
- 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.
Abstracts
- 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.
- 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.
- 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.
- 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.
PhD theses
- K. Murphy, "Development and evaluation of automated image analysis techniques in thoracic CT", PhD thesis, 2011.
Other publications
- 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.
2010
Papers in international journals
- 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(2):532-540.
- 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(6):2956-2966.
- 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.
- 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(2):629-637.
- 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(5):1244-1249.
- 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(6):1286-1296.
- 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(2):714-723.
- 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(1):63-73.
- 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(1):39-49.
- 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(2):455-462.
- 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(1):185-195.
- 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(1):76-82.
- 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(7):1074.
Papers in conference proceedings
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- M. Niemeijer, B. van Ginneken and M. Abràmoff, "Automatic determination of the artery vein ratio in retinal images", Medical Imaging, 2010;7624:76240I1-76240I10.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
Abstracts
- 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.
- 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.
PhD theses
- A. Mendrik, "Noise Reduction and Vascular Enhancement in 4D CT Perfusion Scans", PhD thesis, 2010.
- B. de Hoop, "Lung Cancer Screening: Radiological Aspects", PhD thesis, 2010.
Other publications
- B. van Ginneken, K. Murphy, T. Heimann, V. Pekar and X. Deng, "Medical Image Analysis for the Clinic: a Grand Challenge", 2010.
- 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.
2009
Papers in international journals
- 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(22):7009-7024.
- 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(10):1585-1594.
- 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(6):859-870.
- 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(2):218-225.
- 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(7):2934-2947.
- 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(5):757-770.
- B. van Ginneken, L. Hogeweg and M. Prokop, "Computer-aided diagnosis in chest radiography: beyond nodules", European Journal of Radiology, 2009;72(2):226-230.
- 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(4):621-630.
- 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(8):1251-1265.
- 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(5):775-785.
- 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.
- 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(2):61-66.
- 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(4):800-808.
- 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(9):1768-1776.
Papers in conference proceedings
- 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(5761):263-271.
- M. Niemeijer, B. van Ginneken and M. Abràmoff, "Automatic classification of retinal vessels into arteries and veins", Medical Imaging, 2009;7260:72601F1-72601F8.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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(5762):724-731.
- 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.
- 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.
- 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.
- 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(1):72620B1-72620B8.
Abstracts
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
PhD theses
- E. van Rikxoort, "Segmentation of anatomical structures in chest CT scans", PhD thesis, 2009.
- Y. Arzhaeva, "Computer-aided detection and quantification of interstitial lung disease from computed tomography and chest radiography", PhD thesis, 2009.
Other publications
- 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.
2008
Papers in international journals
- S. Armato and B. van Ginneken, "Anniversary paper: image processing and manipulation through the pages of Medical Physics", Medical Physics, 2008;35(10):4488-4500.
- 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(1):293-4; author reply 294.
- 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):1-10.
- 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(2):193-198.
- B. van Ginneken, "Computer-Aided Diagnosis in Thoracic Computed Tomography", Imaging Decisions MRI, 2008;12(3):11-22.
Papers in conference proceedings
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
Abstracts
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
Other publications
- 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.
2007
Papers in international journals
- 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(12):4798-4809.
- 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(3):890-897.
- 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(4):1450-1461.
- 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(5):2260-2267.
- 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(1):116-127.
- 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(1):35-46.
Papers in conference proceedings
- 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.
- 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.
- 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.
- 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.
Abstracts
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
PhD theses
- I. Išgum, "Computer-aided detection and quantification of arterial calcifications with CT", PhD thesis, 2007.
Other publications
- T. Heimann, M. Styner and B. van Ginneken, "3D Segmentation in the Clinic: A Grand Challenge", 2007.
2006
Papers in international journals
- 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(6):888-898.
- 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(7):2610-2620.
- 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.
- 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.
- 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.
- 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(4):385-405.
- 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.
- 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(1):19-40.
- J. Reinhardt, B. van Ginneken and M. Sonka, "Special Issue on Pulmonary Imaging", IEEE Transactions on Medical Imaging, 2006;25(4):381-384.
Papers in conference proceedings
- B. van Ginneken, "Supervised probabilistic segmentation of pulmonary nodules in CT scans", Medical Image Computing and Computer-Assisted Intervention, 2006;4191:912-919.
- 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.
- A. Schilham and B. van Ginneken, "Simulating nodules in chest radiographs with real nodules from multi-slice CT images", Medical Imaging, 2006(6144):614456-1-614456-8.
- 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.
- 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.
- E. van Rikxoort and B. van Ginneken, "A pattern recognition approach to enhancing structures in 3D CT data", Medical Imaging, 2006(6144):61441O-1-61441O-8.
- 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.
- 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.
- M. Loog and B. van Ginneken, "Bony Structure Suppression in Chest Radiographs", Computer Vision Approaches to Medical Image Analysis, 2006;4241:166-177.
Abstracts
- 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.
- 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.
PhD theses
- M. Niemeijer, "Automatic detection of diabetic retinopathy in digital fundus photographs", PhD thesis, 2006.
2005
Papers in international journals
- I. Sluimer, M. Prokop and B. van Ginneken, "Toward automated segmentation of the pathological lung in CT", IEEE Transactions on Medical Imaging, 2005;24(8):1025-1038.
- 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(5):584-592.
- 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.
Papers in conference proceedings
- 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.
- 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).
- 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.
- 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.
Abstracts
- 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.
- 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.
- 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.
- 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.
- 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.
PhD theses
- I. Sluimer, "Automated image analysis of the pathological lung in CT", PhD thesis, 2005.
2004
Papers in international journals
- 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(4):501-509.
- 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(2):127-138.
- 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.
Papers in conference proceedings
- 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.
- 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.
- B. van Ginneken and M. Loog, "Pixel Position Regression - Application to medical image segmentation", International Conference on Pattern Recognition, 2004:718-721.
- 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.
- 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.
- M. Loog, B. van Ginneken and M. Nielsen, "Detection of interstitial lung disease in PA chest radiographs", Medical Imaging, 2004;5368:848-855.
- M. Loog, B. van Ginneken and R. Duin, "Dimensionality reduction by canonical contextual correlation projections", European Conference on Computer Vision, 2004;3021:562-573.
- I. Išgum, B. van Ginneken and M. Prokop, "A pattern recognition approach to automated coronary calcium scoring", International Conference on Pattern Recognition, 2004.
PhD theses
- J. Staal, "Segmentation of elongated structures in medical images", PhD thesis, 2004.
- M. Loog, "Supervised Dimensionality Reduction and Contextual Pattern Recognition in Medical Image Processing", PhD thesis, 2004.
2003
Papers in international journals
- 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(12):3081-3090.
- B. van Ginneken, "Computerized detection of interstitial disease in chest radiographs", Medical Imaging Technology, 2003;21:15-20.
- I. Išgum and B. van Ginneken, "CT segmentation programs extract calcifications", Diagnostic Imaging Europe, 2003;19(6):11-16.
- B. van Ginneken and B. ter Romeny, "Multi-scale texture classification from generalized locally orderless images", Pattern Recognition, 2003;36:899-911.
Papers in conference proceedings
- 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.
- B. van Ginneken, M. de Bruijne, M. Loog and M. Viergever, "Interactive Shape Models", Medical Imaging, 2003;5032:1206-1216.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
Abstracts
- 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.
- 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.
- 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(2):226.
2002
Papers in international journals
- 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(8):924-933.
- 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(2):139-149.
Papers in conference proceedings
- 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.
- M. Loog and B. van Ginneken, "Supervised segmentation by Iterated Contextual Pixel Classification", International Conference on Pattern Recognition, 2002:925-928.
- 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.
- I. Sluimer and B. van Ginneken, "Detection of abnormal tissue in HRCT scans of the chest", Computer Assisted Radiology and Surgery, 2002:1101.
- 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.
2001
Papers in international journals
- 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(12):1228-1241.
Papers in conference proceedings
- 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.
- B. van Ginneken, "Towards a clinical chest workstation", Proceedings of VISIM, 2001.
PhD theses
- B. van Ginneken, "Computer-aided diagnosis in chest radiography", PhD thesis, 2001.
2000
Papers in international journals
- B. van Ginneken and B. ter Romeny, "Automatic segmentation of lung fields in chest radiographs", Medical Physics, 2000;27:2445-2455.
- B. van Ginneken and B. ter Romeny, "Applications of locally orderless images", Journal of Visual Communication and Image Representation, 2000;11:196-208.
Papers in conference proceedings
- B. van Ginneken and B. ter Romeny, "Automatic delineation of ribs in frontal chest radiographs", Medical Imaging, 2000;3979:825-836.
Abstracts
- 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.
1999
Papers in international journals
- K. Dana, B. van Ginneken, S. Nayar and J. Koenderink, "Reflectance and texture of real world surfaces", ACM Transactions on Graphics, 1999;18(1):1-34.
- 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(2-3):169-184.
Papers in conference proceedings
- 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.
- B. van Ginneken and B. ter Romeny, "Applications of locally orderless images", Scale-Space Theories in Computer Vision, 1999;1682:10-21.
1998
Papers in international journals
- B. van Ginneken, M. Stavridi and J. Koenderink, "Diffuse and specular reflectance from rough surfaces", Applied Optics, 1998;37(1):130-139.
1997
Papers in international journals
- M. Stavridi, B. van Ginneken and J. Koenderink, "Surface bidirectional reflection distribution function and the texture of bricks and tiles", Applied Optics, 1997;36(16):3717-3725.
Papers in conference proceedings
- 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.
1996
Papers in conference proceedings
- 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.
- 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.