Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks

Siao Sun, Fusheng Wang 0001, Sina Rashidian, Tahsin M. Kurç, Kayley Abell-Hart, Janos G. Hajagos, Wei Zhu, Mary M. Saltz, Joel H. Saltz. Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks. In El Kindi Rezig, Vijay Gadepally, Timothy G. Mattson, Michael Stonebraker, Tim Kraska, Fusheng Wang 0001, Gang Luo, Jun Kong, Alevtina Dubovitskaya, editors, Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB Workshops, Poly 2021 and DMAH 2021, Virtual Event, August 20, 2021, Revised Selected Papers. Volume 12921 of Lecture Notes in Computer Science, pages 153-165, Springer, 2021. [doi]

Abstract

Abstract is missing.