AIBullisharXiv – CS AI · 3h ago7/10
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RAG-Coding: Enhancing LLM Medical Coding with Structured External Knowledge
Researchers introduce RAG-Coding, an AI system using multiple LLM agents enhanced with retrieval-augmented generation to automate ICD-10-CM medical coding. The method outperforms baseline LLM approaches by 8-13% in accuracy and maintains clinical compliance by grounding decisions in official coding guidelines, while a newly released updated dataset enables evaluation against 2025 standards.