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New benchmark developed for assessing LLM agents in interoperable EHR question answering.

FHIR-AgentBench: Benchmarking LLM Agents for Realistic Interoperable EHR Question Answering.

A new benchmark, FHIR-AgentBench, was developed to evaluate the capability of LLM agents in answering questions based on interoperable Electronic Health Records (EHR).

September 25, 2025

Summary

FHIR-AgentBench is a new benchmark designed for testing LLM agents' ability to answer questions using interoperable EHR data. This tool aims to improve the reliability and realism of AI-driven interoperability applications.

Technology Note

FHIR(Fast Healthcare Interoperability Resources)は医療データ交換の国際標準。このエントリの関連技術: FHIR

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