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Walter F. Stewart

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MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare

Oct 22, 2018
Edward Choi, Cao Xiao, Walter F. Stewart, Jimeng Sun

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SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping

Mar 14, 2018
Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard Vuduc, Xiaowei Yan, Christopher Defilippi, Walter F. Stewart, Jimeng Sun

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Generating Multi-label Discrete Patient Records using Generative Adversarial Networks

Jan 11, 2018
Edward Choi, Siddharth Biswal, Bradley Malin, Jon Duke, Walter F. Stewart, Jimeng Sun

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Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction

Jun 20, 2017
Edward Choi, Andy Schuetz, Walter F. Stewart, Jimeng Sun

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GRAM: Graph-based Attention Model for Healthcare Representation Learning

Apr 01, 2017
Edward Choi, Mohammad Taha Bahadori, Le Song, Walter F. Stewart, Jimeng Sun

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RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism

Feb 26, 2017
Edward Choi, Mohammad Taha Bahadori, Joshua A. Kulas, Andy Schuetz, Walter F. Stewart, Jimeng Sun

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Causal Regularization

Feb 23, 2017
Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun

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Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

Sep 28, 2016
Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F. Stewart, Jimeng Sun

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