EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders

Synthetic EHRs can offer a potential solution as they yield a database that is beyond de-identification hence immune to re-identification, while preserving temporal patterns in real longitudinal EHRs.

BibTex: