Shivapratap Gopakumar

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 7

Top Topics

Electronic Medical Record

Acute Myocardial Infarction

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Radhagayathri K. Udhayakumar, Saifur Rahman, Shivapratap Gopakumar, Chandan K. Karmakar
Nonlinear Features from Multi-Modal Signals for Continuous Stress Monitoring. EMBC (2023)
Shivapratap Gopakumar, Sunil Gupta, Santu Rana, Vu Nguyen, Svetha Venkatesh
Algorithmic Assurance: An Active Approach to Algorithmic Testing using Bayesian Optimisation. NeurIPS (2018)
Shivapratap Gopakumar, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
Stabilizing Linear Prediction Models Using Autoencoder. ADMA (2016)
Shivapratap Gopakumar, Truyen Tran, Wei Luo, Dinh Q. Phung, Svetha Venkatesh
Forecasting Patient Outflow from Wards having No Real-Time Clinical Data. ICHI (2016)
Nguyen Cong Thuong, Truyen Tran, Shivapratap Gopakumar, Dinh Q. Phung, Svetha Venkatesh
An evaluation of randomized machine learning methods for redundant data: Predicting short and medium-term suicide risk from administrative records and risk assessments. CoRR (2016)
Shivapratap Gopakumar, Truyen Tran, Tu Dinh Nguyen, Dinh Q. Phung, Svetha Venkatesh
Stabilizing High-Dimensional Prediction Models Using Feature Graphs. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Shivapratap Gopakumar, Tu Dinh Nguyen, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
Stabilizing Sparse Cox Model Using Statistic and Semantic Structures in Electronic Medical Records. PAKDD (2) (2015)
Shivapratap Gopakumar, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
Stabilizing Sparse Cox Model using Clinical Structures in Electronic Medical Records. CoRR (2014)