Research on intelligent formula method of traditional Chinese medicine compound based on multimodal fusion technology

Traditional Chinese medicine demonstrates the wisdom of ancient medicine through its complex combination of medicinal herbs and treatment principles that conform to the principles of heaven, earth, and man. However, due to excessive reliance on manual experience and a lack of systematic data integration, the modernization of traditional Chinese medicine formula design still faces enormous challenges. This article proposes an intelligent traditional Chinese medicine compound formula framework based on multimodal fusion technology. It has developed a unified feature representation by integrating textual descriptions of ancient medical literature, visual features of herbal materials, and expert knowledge to capture the overall principles of traditional Chinese medicine. The underlying computational approach utilizes transformer attention mechanisms to dynamically correlate diverse data types, with generative architectures (including GANs and VAEs) producing innovative yet clinically viable formulations. Empirical findings demonstrate our system's exceptional precision in formulation synthesis, effectively harmonizing conventional wisdom with modern advancements. This research establishes an adaptable methodology for preserving and modernizing traditional Chinese medical knowledge through digital transformation.