Sunil Gupta

Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

Wei Luo, Dinh Phung, Truyen Tran et al. · Journal of Medical Internet Research · 2016 · 1K citations · Full text

Computing, Biomedical Sciences, Biostatistics +14

Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry

Sunil Gupta, Truyen Tran, Wei Luo et al. · BMJ Open · 2014 · 122 citations · Full text

Computing, Health Informatics, Oncology +17

Nonnegative shared subspace learning and its application to social media retrieval

Sunil Gupta, Dinh Phung, Brett Adams et al. · 2010 · 102 citations · Full text

Computing, Computer Science, Information Retrieval +14

Stable feature selection for clinical prediction: Exploiting ICD tree structure using Tree-Lasso

Iman Kamkar, Sunil Gupta, Dinh Phung et al. · Journal of Biomedical Informatics · 2014 · 90 citations · Full text

Computing, Biomedical Informatics, Biostatistics +15

Differentially Private Random Forest with High Utility

Santu Rana, Sunil Gupta, Svetha Venkatesh · 2015 · 68 citations

Computing, Computer Science, Data Science +17