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 · 975 citations · Full text

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 · 121 citations · Full text

Nonnegative shared subspace learning and its application to social media retrieval

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

Engineering, Machine Learning, Image Retrieval +21

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 · 89 citations

Engineering, Machine Learning, Data Science +14

Differentially Private Random Forest with High Utility

Santu Rana, Sunil Gupta, Svetha Venkatesh · 2015 · 67 citations

Privacy-preserving Data Mining, Privacy Protection, Engineering +22