Unsupervised deep learning applied to breast density segmentation and mammographic risk scoring M Kallenberg, K Petersen, M Nielsen, AY Ng, P Diao, C Igel, CM Vachon, ... IEEE transactions on medical imaging 35 (5), 1322-1331, 2016 | 535 | 2016 |
Volumetric breast density estimation from full-field digital mammograms: a validation study A Gubern-Mérida, M Kallenberg, B Platel, RM Mann, R Martí, ... PloS one 9 (1), e85952, 2014 | 153 | 2014 |
Breast segmentation and density estimation in breast MRI: a fully automatic framework A Gubern-Merida, M Kallenberg, RM Mann, R Marti, N Karssemeijer IEEE journal of biomedical and health informatics 19 (1), 349-357, 2014 | 148 | 2014 |
Volumetric breast density from full-field digital mammograms and its association with breast cancer risk factors: a comparison with a threshold method M Lokate, MGJ Kallenberg, N Karssemeijer, MAAJ Van den Bosch, ... Cancer epidemiology, biomarkers & prevention 19 (12), 3096-3105, 2010 | 79 | 2010 |
Automatic breast density segmentation: an integration of different approaches MGJ Kallenberg, M Lokate, CH Van Gils, N Karssemeijer Physics in Medicine & Biology 56 (9), 2715, 2011 | 64 | 2011 |
Segmentation of the pectoral muscle in breast MRI using atlas-based approaches A Gubern-Mérida, M Kallenberg, R Martí, N Karssemeijer Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012 | 54 | 2012 |
The combined effect of mammographic texture and density on breast cancer risk: a cohort study JOP Wanders, CH van Gils, N Karssemeijer, K Holland, M Kallenberg, ... Breast Cancer Research 20, 1-10, 2018 | 44 | 2018 |
Effect of compression paddle tilt correction on volumetric breast density estimation MGJ Kallenberg, CH van Gils, M Lokate, GJ den Heeten, N Karssemeijer Physics in Medicine & Biology 57 (16), 5155, 2012 | 39 | 2012 |
Computer analysis of mammograms M Kallenberg, M Nielsen, M Lillholm US Patent App. 15/054,839, 2017 | 23 | 2017 |
Auditory selective attention as a method for a brain computer interface M Kallenberg, P Desain, S Gielen Nijmegen CNS 2 (1), 1-16, 2006 | 23 | 2006 |
Compression paddle tilt correction in full-field digital mammograms MGJ Kallenberg, N Karssemeijer Physics in Medicine & Biology 57 (3), 703, 2012 | 22 | 2012 |
Computer aided detection of breast masses in mammography using support vector machine classification J Lesniak, R Hupse, M Kallenberg, M Samulski, R Blanc, N Karssemeijer, ... Medical Imaging 2011: Computer-Aided Diagnosis 7963, 476-482, 2011 | 22 | 2011 |
Computer-aided detection of masses in full-field digital mammography using screen-film mammograms for training M Kallenberg, N Karssemeijer Physics in Medicine & Biology 53 (23), 6879, 2008 | 22 | 2008 |
Fully automatic fibroglandular tissue segmentation in breast MRI: atlas-based approach A Gubern-Mérida, M Kallenberg, R Marti, N Karssemeijer MICCAI Workshop: breast image analysis, 73-80, 2011 | 20 | 2011 |
Multi-class probabilistic atlas-based segmentation method in breast MRI A Gubern-Mérida, M Kallenberg, R Martí, N Karssemeijer Pattern Recognition and Image Analysis: 5th Iberian Conference, IbPRIA 2011 …, 2011 | 18 | 2011 |
Risk stratification of women with false-positive test results in mammography screening based on mammographic morphology and density: a case control study RR Winkel, M von Euler-Chelpin, E Lynge, P Diao, M Lillholm, ... Cancer epidemiology 49, 53-60, 2017 | 12 | 2017 |
Breast segmentation in MRI: quantitative evaluation of three methods A Gubern-Mérida, L Wang, M Kallenberg, R Martí, HK Hahn, ... Medical Imaging 2013: Image Processing 8669, 950-956, 2013 | 12 | 2013 |
Use of volumetric features for temporal comparison of mass lesions in full field digital mammograms J Bozek, M Kallenberg, M Grgic, N Karssemeijer Medical physics 41 (2), 021902, 2014 | 10 | 2014 |
Comparison of tilt correction methods in full field digital mammograms M Kallenberg, N Karssemeijer Digital Mammography: 10th International Workshop, IWDM 2010, Girona …, 2010 | 8 | 2010 |
Integrating processed-based models and machine learning for crop yield prediction MGJ Kallenberg, B Maestrini, R van Bree, P Ravensbergen, C Pylianidis, ... arXiv preprint arXiv:2307.13466, 2023 | 7 | 2023 |