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A Machine Learning Approach to Differentiate Cold and Hot Syndrome in Viral Pneumonia Integrating Traditional Chinese Medicine and Modern Medicine: Machine Learning Model Development and Validation

A Machine Learning Approach to Differentiate Cold and Hot Syndrome in Viral Pneumonia Integrating Traditional Chinese Medicine and Modern Medicine: Machine Learning Model Development and Validation

Cold and hot syndromes, originating from the Huangdi Neijing, are 2 key components of the Eight Principle Syndromes—the general principles of dialectical treatment, which include cold and hot, sthenia and asthenia, exterior and interior, and yin and yang—and are used to identify the nature of a disease, reflecting disruptions in body homeostasis [11-13].

Xiaojie Jin, Yanru Wang, Jiarui Wang, Qian Gao, Yuhan Huang, Lingyu Shao, Jiali Zhao, Jintian Li, Ling Li, Zhiming Zhang, Shuyan Li, Yongqi Liu

JMIR Med Inform 2025;13:e64725