2 papers
cs.AI2026
EHRAdapt: Adapting Pretrained Language Models to Electronic Health Records with Semantic Priors for Rare Clinical Events
Andre R Goncalves, Vincent Liu, Priyadip Ray
Electronic health records (EHRs) encode clinical histories as (time, modality, code) tuples, whereas pretrained language models expect text tokens. Serializing tuples as text infla…
q-bio.QM2024
Sequential Inference of Hospitalization Electronic Health Records Using Probabilistic Models
Alan D. Kaplan, Priyadip Ray, John D. Greene +1
In the dynamic hospital setting, decision support can be a valuable tool for improving patient outcomes. Data-driven inference of future outcomes is challenging in this dynamic set…