Murat Dundar
Murat Dundar
Associate Professor of Computer Science, IUPUI
Verified email at cs.iupui.edu - Homepage
Title
Cited by
Cited by
Year
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
4552014
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
1792014
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
1682014
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
1602011
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
1532008
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
1412009
Multiple instance learning for computer aided diagnosis
G Fung, M Dundar, B Krishnapuram, RB Rao
Advances in neural information processing systems 19, 425, 2007
1232007
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
1152005
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
812008
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
782004
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
712004
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
672002
A cost-effective semisupervised classifier approach with kernels
MM Dundar, DA Landgrebe
Geoscience and Remote Sensing, IEEE Transactions on 42 (1), 264-270, 2004
662004
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
622007
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
522010
Learning Classifiers When the Training Data Is Not IID.
M Dundar, B Krishnapuram, J Bi, RB Rao
IJCAI, 756-761, 2007
482007
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
472008
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
402014
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
402010
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
342014
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Articles 1–20