CUICurate uses GraphRAG on a UMLS knowledge graph plus LLMs to generate larger, higher-recall concept sets than manual curation for five clinical concepts.
[cited 28/09/2025]; Available from: https://uts.nlm.nih.gov/uts/umls
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CUICurate: A GraphRAG-based Framework for Automated Clinical Concept Curation for NLP applications
CUICurate uses GraphRAG on a UMLS knowledge graph plus LLMs to generate larger, higher-recall concept sets than manual curation for five clinical concepts.