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cs.LG2026
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,…
cs.LG2025
Predictive Multimodal Modeling of Diagnoses and Treatments in EHR
Cindy Shih-Ting Huang, Clarence Boon Liang Ng, Marek Rei
While the ICD code assignment problem has been widely studied, most works have focused on post-discharge document classification. Models for early forecasting of this information c…