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FHIRInternationalπŸ›οΌˆγƒ‘γƒΌγƒ«θ©³η΄°γ‹γ‚‰ε–εΎ—ε―οΌ‰EnrichedNov 14, 2025

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

Researchers introduced FHIR-AgentBench, a new benchmark to evaluate the performance of Large Language Model (LLM) agents designed for HL7 FHIR standard. This benchmark focuses on complex questions arising in real clinical settings, aiming to surpass the limitations of conventional structured data QA.

FHIRInternationalπŸ›οΌˆγƒ‘γƒΌγƒ«θ©³η΄°γ‹γ‚‰ε–εΎ—ε―οΌ‰EnrichedNov 13, 2025

Common Data Models and Data Standards for Tabular Health Data: A Systematic Review

This systematic review systematically evaluates Common Data Models (CDMs) and data standards necessary to integrate diverse data sources and enable federated analysis. The study concludes that OMOP CDM and FHIR scored best across various criteria, emphasizing that achieving seamless interoperability requires enabling transformations between different representations rather than relying on a single global model.