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A Multiagent Large Language Model Framework for Emergency Treatment Recommendation in Acute Ischemic Stroke: Development and Validation Study.

Journal of medical Internet research·July 30, 2026·PMID 42531250

Why it matters

Acute ischemic stroke treatment decisions require rapid integration of complex data and are prone to error, especially among less experienced clinicians. This structured LLM framework improved decision accuracy and safety, potentially narrowing expertise-related gaps in emergency and neurology settings.

Infographic summary of A Multiagent Large Language Model Framework for Emergency Treatment Recommendation in Acute Ischemic Stroke: Development and Validation Study.
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