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10/22/2018
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare
Deep learning models exhibit state-of-the-art performance for many predi...
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03/14/2018
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping
This paper presents a new method, which we call SUSTain, that extends re...
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03/19/2017
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks
Access to electronic health record (EHR) data has motivated computationa...
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02/08/2017
Causal Regularization
In application domains such as healthcare, we want accurate predictive m...
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08/19/2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
Accuracy and interpretability are two dominant features of successful pr...
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02/11/2016