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EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders

Dec 18, 2020
Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley Malin, Walter Stewart, Jimeng Sun

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Explainable Prediction of Medical Codes from Clinical Text

Apr 16, 2018
James Mullenbach, Sarah Wiegreffe, Jon Duke, Jimeng Sun, Jacob Eisenstein

* NAACL 2018 

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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

* Accepted at Machine Learning in Health Care (MLHC) 2017 

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