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MAP-RAG: A Multi-View Adaptive Pattern-Aware Medical Retrieval-Augmented Generation Diagnostic Framework

2026-06-25

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<title>Abstract</title> <p>Background: Large language models show promise for clinical decision support, but hallucinations and limited use of structured information in electronic medical records remain major barriers to safe deployment. There is a need for auxiliary diagnostic systems that can integrate multi-source clinical clues, improve evidence-based retrieval, and support reliable diagnosis from outpatient...

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Genomics and Rare Diseases

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Literature Corpus work: 0ed9d98c-41d5-5f8f-8615-7444973debba
DOI: 10.21203/rs.3.rs-9745529/v1

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