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Arxiv
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KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis
- KG4Diagnosis is a hierarchical multi-agent framework for medical diagnosis.
- It combines Large Language Models (LLMs) with automated knowledge graph construction.
- The framework includes a general practitioner (GP) agent for initial assessment and specialized agents for in-depth diagnosis.
- KG4Diagnosis facilitates the generation of knowledge graphs and can incorporate new diseases and medical knowledge.
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