<ul><li>Foundation models in healthcare show promise by extracting meaningful representations from structured electronic health record (EHR) data.</li><li>State-of-the-art foundation models have demonstrated high performance in various clinical applications, even with limited labeled data.</li><li>There is a lack of consensus on the clinical utility of these models due to insufficient comprehensive and meaningful tasks for evaluation.</li><li>A new study proposes clinically relevant tasks and evaluates state-of-the-art foundation models on 14 tasks using EHR data from Columbia University Irving Medical Center to guide the development of future healthcare models.</li></ul>

FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records

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