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 0008, Mary M. Saltz, Joel H. Saltz. Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks. In AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021 - November 3, 2021. AMIA, 2021. [doi]

Abstract

Abstract is missing.