EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders

Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Cao Xiao, Jimeng Sun. EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. In Ken Jung, Serena Yeung, Mark P. Sendak, Michael W. Sjoding, Rajesh Ranganath, editors, Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event. Volume 149 of Proceedings of Machine Learning Research, pages 260-282, PMLR, 2021. [doi]

Authors

Siddharth Biswal

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Soumya Ghosh

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Jon Duke

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Bradley A. Malin

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Walter F. Stewart

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Cao Xiao

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Jimeng Sun

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