arXiv AI By Yixin Yang, Yueyang Sun, Weichen Liu, Xianbing Zhao, Sicen Liu

Multimodal Prompt Learning with Irregular EHRs for Robust Monitoring of Critical Care Patients

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arXiv Machine Learning
Jul 27

Autoregressive EHR Foundation Models with Multimodal Inputs

arXiv:2607. 22264v1 Announce Type: new Abstract: Autoregressive foundation models trained on tokenized electronic health records (EHRs) can support zero-shot clinical prediction, yet most operate on structured event codes alone, and do not incorporate multiple modalities in a principled way.

By Yuxuan Liu, Joshua Placidi, Jinpei Han, Alfred John Balston, Marek Rei, A. Aldo Faisal