Shivapratap Gopakumar

Stabilizing High-Dimensional Prediction Models Using Feature Graphs

S. Venkatesh, T. Tran, Dinh Phung, 2015, IEEE Journal of Biomedical and Health Informatics.

Machine learning in healthcare : an investigation into model stability

Shivapratap Gopakumar, S. Gopakumar, Shivapratap Gopakumar, 2017 .

Stabilizing Sparse Cox Model Using Statistic and Semantic Structures in Electronic Medical Records

Svetha Venkatesh, Truyen Tran, Tu Dinh Nguyen, 2015, PAKDD.

Stabilizing Sparse Cox Model using Clinical Structures in Electronic Medical Records pdf

Svetha Venkatesh, Truyen Tran, Dinh Q. Phung, 2014, ArXiv.

Forecasting Daily Patient Outflow From a Ward Having No Real-Time Clinical Data

S. Venkatesh, T. Tran, Dinh Phung, 2016, JMIR medical informatics.

An evaluation of randomized machine learning methods for redundant data: Predicting short and medium-term suicide risk from administrative records and risk assessments pdf

Svetha Venkatesh, Truyen Tran, Dinh Q. Phung, 2016, ArXiv.