Follow
M. Murat Dundar
M. 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
6012014
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
2312014
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
2172014
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
2002011
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
1812009
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
1712008
Multiple instance learning for computer aided diagnosis
G Fung, M Dundar, B Krishnapuram, RB Rao
Advances in neural information processing systems 19, 425, 2007
133*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
1202005
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 (1), 205-216, 2015
902015
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
862008
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
822004
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
802004
Learning classifiers when the training data is not IID.
M Dundar, B Krishnapuram, J Bi, RB Rao
IJCAI 2007, 756-61, 2007
712007
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
712002
A cost-effective semisupervised classifier approach with kernels
MM Dundar, DA Landgrebe
Geoscience and Remote Sensing, IEEE Transactions on 42 (1), 264-270, 2004
702004
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
642007
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
532010
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
532008
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), e01019-13, 2014
512014
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
492010
The system can't perform the operation now. Try again later.
Articles 1–20