Research on an intelligent auxiliary system for proactive health management integrating large language models with traditional Chinese medicine

This article systematically discusses the application and development of large models technology in Traditional Chinese Medicine, with a focus on the role of active health management and digital assisted systems through the integration of Traditional Chinese Medicine and health large models in promoting the transformation of Traditional Chinese Medicine. At the same time, this article demonstrates the core functions of the system by constructing a technical architecture. Subsequently, the application scenarios of active health management and digital assisted systems driven by the integration of Traditional Chinese Medicine and healthcare large models were analyzed, including personalized diagnosis and treatment plan formulation, Traditional Chinese Medicine disease prediction, intelligent assisted diagnosis and treatment, and Traditional Chinese Medicine question answering systems. Researchers have note that current research still faces challenges such as the complexity of data fusion and weak generalization ability of models. Future research directions were proposed, such as promoting interdisciplinary cooperation and strengthening multimodal data fusion technology. The potential for further integration of large models with Traditional Chinese Medicine in future development was also discussed.