AINeutralarXiv – CS AI · 15h ago6/10
🧠
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.