An MCP-based LLM agent with mandatory Athena lookups achieved 100% retrieval success on 150 OMOP terms and scored higher on clinical relevance than historical human mappings.
Implementing large language models in healthcare while balancing control, collaboration, costs and security
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An Agentic Model Context Protocol Framework for Medical Concept Standardization
An MCP-based LLM agent with mandatory Athena lookups achieved 100% retrieval success on 150 OMOP terms and scored higher on clinical relevance than historical human mappings.