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]
@inproceedings{BiswalGDMSXS21,
title = {EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders},
author = {Siddharth Biswal and Soumya Ghosh and Jon Duke and Bradley A. Malin and Walter F. Stewart and Cao Xiao and Jimeng Sun},
year = {2021},
url = {https://proceedings.mlr.press/v149/biswal21a.html},
researchr = {https://researchr.org/publication/BiswalGDMSXS21},
cites = {0},
citedby = {0},
pages = {260-282},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, MLHC 2021, 6-7 August 2021, Virtual Event},
editor = {Ken Jung and Serena Yeung and Mark P. Sendak and Michael W. Sjoding and Rajesh Ranganath},
volume = {149},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}