Autoregressive EHR Foundation Models with Multimodal Inputs

Yuxuan Liu, Joshua Placidi, Jinpei Han +3

Autoregressive foundation models trained on tokenized electronic health records (EHRs) can support zero-shot clinical prediction, yet most operate on structured event codes alone,…