数智融合:人工智能在中医辨证论治体系中的应用现状与展望OA

The deep integration of artificial intelligence into the traditional Chinese medicine(TCM)system of syndrome differentiation and treatment is driving its evolution from an experience-dependent inheritance model towards a modern paradigm powered by both data and knowledge.This review sys-tematically outlines the core pathways of this transformation:achieving objective fusion of informa-tion from the four diagnostic methods through multimodal technology;capturing the dynamic evolu-tion of syndromes and their theoretical logic using temporal modeling and knowledge enhancement;and realizing the recommendation,generation,and optimization of prescriptions based on the intelli-gent computation of"formula-syndrome correspondence"further combined with network pharmacol-ogy to analyze compatibility mechanisms and discover new drugs.Although current research still fac-es limitations in data quality,model interpretability,and clinical validation,artificial intelligence has laid a solid foundation for constructing a computable,verifiable,and human-AI collaborative in-telligent TCM diagnosis and treatment system,vigorously promoting the innovation and scientific de-velopment of TCM while preserving its core principles.