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Walter F. Stewart

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

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Oct 22, 2018
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SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping

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Mar 14, 2018
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Generating Multi-label Discrete Patient Records using Generative Adversarial Networks

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Jan 11, 2018
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Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction

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Jun 20, 2017
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GRAM: Graph-based Attention Model for Healthcare Representation Learning

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Apr 01, 2017
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RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism

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Feb 26, 2017
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Causal Regularization

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Feb 23, 2017
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Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

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Sep 28, 2016
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