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routineHealthcare & BiomedicalMixture-of-Experts2607.12255

Understanding Structured Health Data through Interaction-Aware Mixture-of-Experts

Ji Hwan Park, Ying Ding, Tianjin Guo

cs.LG

Abstract

We study interaction-aware mixture-of-experts for post-stroke rigidity prediction using multi-level views of structured health records. Despite minimal performance gains, routing attribution reveals systematic importance differences across views, underscoring view construction as key to interpretability.

Topics

Classified with taxonomy v2 on Wed, 2 Sept 2026.

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