RAG-Coding: Enhancing LLM Medical Coding with Structured External Knowledge 事件

RAG-Coding: Enhancing LLM Medical Coding with Structured External Knowledge arXiv:2605.27377v1 Announce Type: new Abstract: We present RAG-Coding, an agentic method for automated ICD-10-CM coding. RAG-Coding orchestrates four large language model (LLM) agents and grounds their coding decisions in external knowledge sources (e.g. the official coding tabular list and guidelines). By retrieving and cross-referencing relevant knowledge in these sources, the agents enhance coding accuracy and ensure