AINeutralarXiv – CS AI · Jun 96/10
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LLM-Orchestrated Conformance Checking in Stroke Care Without Computer-Interpretable Guidelines
Researchers developed an LLM-orchestrated framework that automates conformance checking in healthcare by extracting patient care pathways and clinical guidelines from unstructured text, eliminating the need for formal Computer-Interpretable Guidelines. Testing at Alessandria Hospital's neurological ward showed 86% of stroke care traces adhered to clinical guidelines, demonstrating practical feasibility of AI-driven healthcare compliance assessment.