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Chai-Ho Shin

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#machine learning Preprint Oct 2026

GLoC-EHR: Evidence-Cited Clinical Reasoning over Global Context and Local EHR Events

Structured electronic health records (EHRs) contain a patient's clinical trajectory as a sequence of clinical codes. Answering clinical questions from such records requires both the context of the whole trajectory and the specific events that support the answer. We introduce GLoC-EHR, a multimodal language model that r...

Chai-Ho Shin, Kwangsoo Kim · 0 citations

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