Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model

Brandon Theodorou, Cao Xiao, Jimeng Sun

Synthetic electronic health records (EHRs) that are both realistic and preserve privacy can serve as an alternative to real EHRs for machine learning (ML) modeling and statistical…