Generating Multi-label Discrete Patient Records using Generative Adversarial Networks

Edward Choi, Siddharth Biswal, Bradley Malin, Jon Duke, Walter F. Stewart, Jimeng Sun. Generating Multi-label Discrete Patient Records using Generative Adversarial Networks. In Finale Doshi-Velez, Jim Fackler, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens, editors, Proceedings of the Machine Learning for Health Care, MLHC 2017, Boston, Massachusetts, USA, 18-19 August 2017. Volume 68 of Proceedings of Machine Learning Research, pages 286-305, PMLR, 2017. [doi]

Authors

Edward Choi

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Siddharth Biswal

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Bradley Malin

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Jon Duke

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Walter F. Stewart

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Jimeng Sun

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