Foundation models for electronic health records: representation dynamics and transferability

Michael C. Burkhart, Bashar Ramadan, Zewei Liao +4

Foundation models (FMs) trained on electronic health records (EHRs) have shown strong performance on a range of clinical prediction tasks. However, adapting these models to local h…