FHIR-RAG-MEDS integrates HL7 FHIR patient summaries into a RAG system and reports improved guideline-based recommendation quality over bare medical LLMs across four clinical domains.
All recent condition, medication, and observation resources are retrieved individually and then combined into a FHIR bundle for interpretation by the FHIR-RAG-MEDS system
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FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support
FHIR-RAG-MEDS integrates HL7 FHIR patient summaries into a RAG system and reports improved guideline-based recommendation quality over bare medical LLMs across four clinical domains.