| A community effort to assess and improve drug sensitivity prediction algorithms JC Costello, LM Heiser, E Georgii, M Gönen, MP Menden, NJ Wang, ... Nature biotechnology 32 (12), 1202-1212, 2014 | 455 | 2014 |
| Towards large-scale histopathological image analysis: Hashing-based image retrieval X Zhang, W Liu, M Dundar, S Badve, S Zhang IEEE Transactions on Medical Imaging 34 (2), 496-506, 2014 | 179 | 2014 |
| A community computational challenge to predict the activity of pairs of compounds M Bansal, J Yang, C Karan, MP Menden, JC Costello, H Tang, G Xiao, ... Nature biotechnology 32 (12), 1213-1222, 2014 | 168 | 2014 |
| Computerized classification of intraductal breast lesions using histopathological images MM Dundar, S Badve, G Bilgin, V Raykar, R Jain, O Sertel, MN Gurcan IEEE Transactions on Biomedical Engineering 58 (7), 1977-1984, 2011 | 160 | 2011 |
| Bayesian multiple instance learning: automatic feature selection and inductive transfer VC Raykar, B Krishnapuram, J Bi, M Dundar, RB Rao Proceedings of the 25th international conference on Machine learning, 808-815, 2008 | 153 | 2008 |
| Systems and methods for automated diagnosis and decision support for breast imaging S Krishnan, RB Rao, M Dundar, G Fung US Patent 7,640,051, 2009 | 141 | 2009 |
| Multiple instance learning for computer aided diagnosis G Fung, M Dundar, B Krishnapuram, RB Rao Advances in neural information processing systems 19, 425, 2007 | 123 | 2007 |
| Computer-aided detection (CAD) for CT colonography: a tool to address a growing need L Bogoni, P Cathier, M Dundar, A Jerebko, S Lakare, J Liang, ... British Journal of Radiology 78 (Special Issue 1), S57, 2005 | 115 | 2005 |
| An improved multi-task learning approach with applications in medical diagnosis J Bi, T Xiong, S Yu, M Dundar, R Rao Machine Learning and Knowledge Discovery in Databases, 117-132, 2008 | 81 | 2008 |
| Toward an optimal supervised classifier for the analysis of hyperspectral data MM Dundar, DA Landgrebe Geoscience and Remote Sensing, IEEE Transactions on 42 (1), 271-277, 2004 | 78 | 2004 |
| A fast iterative algorithm for fisher discriminant using heterogeneous kernels G Fung, M Dundar, J Bi, B Rao Proceedings of the twenty-first international conference on Machine learning, 40, 2004 | 71 | 2004 |
| A model-based mixture-supervised classification approach in hyperspectral data analysis MM Dundar, D Landgrebe IEEE Transactions on Geoscience and Remote Sensing 40 (12), 2692-2699, 2002 | 67 | 2002 |
| A cost-effective semisupervised classifier approach with kernels MM Dundar, DA Landgrebe Geoscience and Remote Sensing, IEEE Transactions on 42 (1), 264-270, 2004 | 66 | 2004 |
| Joint optimization of cascaded classifiers for computer aided detection MM Dundar, J Bi 2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007 | 62 | 2007 |
| Discovering the unknown: Detection of emerging pathogens using a label‐free light‐scattering system B Rajwa, MM Dundar, F Akova, A Bettasso, V Patsekin, E Dan Hirleman, ... Cytometry Part A 77 (12), 1103-1112, 2010 | 52 | 2010 |
| Learning Classifiers When the Training Data Is Not IID. M Dundar, B Krishnapuram, J Bi, RB Rao IJCAI, 756-761, 2007 | 48 | 2007 |
| Multiple-instance learning algorithms for computer-aided detection MM Dundar, G Fung, B Krishnapuram, RB Rao IEEE Transactions on Biomedical Engineering 55 (3), 1015-1021, 2008 | 47 | 2008 |
| Laser optical sensor, a label-free on-plate Salmonella enterica colony detection tool AK Singh, AM Bettasso, E Bae, B Rajwa, MM Dundar, MD Forster, L Liu, ... MBio 5 (1), 2014 | 40 | 2014 |
| A multiple instance learning approach toward optimal classification of pathology slides MM Dundar, S Badve, VC Raykar, RK Jain, O Sertel, MN Gurcan Pattern Recognition (ICPR), 2010 20th International Conference on, 2732-2735, 2010 | 40 | 2010 |
| A non-parametric Bayesian model for joint cell clustering and cluster matching: identification of anomalous sample phenotypes with random effects M Dundar, F Akova, HZ Yerebakan, B Rajwa BMC bioinformatics 15 (1), 314, 2014 | 34 | 2014 |
Bharat RaoSiemensVerified email at kpmg.com
