#fhir News & Analysis

2 articles tagged with #fhir. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · 15h ago6/10

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EHRSummarizer: A Privacy-Aware, FHIR-Native Reference Architecture for Source-Grounded EHR Summarization

EHRSummarizer presents a privacy-focused reference architecture for automatically summarizing fragmented electronic health records using FHIR standards and constrained AI summarization. The system addresses clinical workflow inefficiencies by normalizing health data and producing source-grounded summaries, though the research remains a prototype without clinical validation or demonstrated outcomes.

AINeutralarXiv – CS AI · Feb 274/106

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FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support

Researchers propose FHIR-RAG-MEDS, a system integrating HL7 FHIR healthcare standards with Retrieval-Augmented Generation to enhance personalized medical decision support. The study addresses the gap in practical applications of combining RAG and FHIR technologies for evidence-based clinical guidelines.