| 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 | 796 | 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 | 332 | 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 | 268 | 2014 |
| 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 | 264 | 2009 |
| 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 | 256 | 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 | 190 | 2008 |
| Multiple instance learning for computer aided diagnosis M Dundar, B Krishnapuram, R Rao, G Fung Advances in neural information processing systems 19, 2006 | 144 | 2006 |
| 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 | 125 | 2005 |
| Learning classifiers when the training data is not IID. M Dundar, B Krishnapuram, J Bi, RB Rao IJCAI 2007, 756-61, 2007 | 102 | 2007 |
| 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 | 101 | 2008 |
| 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 | 85 | 2004 |
| 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 cost-effective semisupervised classifier approach with kernels MM Dundar, DA Landgrebe Geoscience and Remote Sensing, IEEE Transactions on 42 (1), 264-270, 2004 | 73 | 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 | 71 | 2002 |
| Predicting early brain metastases based on clinicopathological factors and gene expression analysis in advanced HER2-positive breast cancer patients R Duchnowska, J Jassem, CP Goswami, M Dundar, Y Gökmen-Polar, L Li, ... Journal of Neuro-oncology 122, 205-216, 2015 | 66 | 2015 |
| 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 | 66 | 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 | 65 | 2010 |
| 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 | 64 | 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), 10.1128/mbio. 01019-13, 2014 | 63 | 2014 |
| Challenges in the search for perchlorate and other hydrated minerals with 2.1‐μm absorptions on Mars EK Leask, BL Ehlmann, MM Dundar, SL Murchie, FP Seelos Geophysical research letters 45 (22), 12,180-12,189, 2018 | 59 | 2018 |
Bharat RaoCarenosticsVerified email at carenostics.com
