Doctor AI: Predicting Clinical Events via Recurrent Neural Networks. - Edward Choi 003; Mohammad Taha Bahadori; Andy Schuetz; Walter F. Stewart; Jimeng Sun 001 (MLHC, 2016)

RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism. - Edward Choi 003; Mohammad Taha Bahadori; Jimeng Sun 001; Joshua Kulas; Andy Schuetz; Walter F. Stewart (NIPS, 2016)

RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism. - Edward Choi 003; Mohammad Taha Bahadori; Andy Schuetz; Walter F. Stewart; Jimeng Sun 001 (CoRR, 2016)

Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction. - Edward Choi 003; Andy Schuetz; Walter F. Stewart; Jimeng Sun 001 (CoRR, 2016)

Using recurrent neural network models for early detection of heart failure onset. - Edward Choi 003; Andy Schuetz; Walter F. Stewart; Jimeng Sun 001 (J. Am. Medical Informatics Assoc., 2017)