Syndrome differentiation is an important part of the development of modern diagnostics of traditional Chinese medicine. In the era of artificial intelligence, how to optimize and upgrade it with the help of advanced scientific and technological means, such as Python language, is a scientific problem worthy of attention. This paper focuses on the research trend of artificial intelligence in the field of cardiovascular diseases in recent years, as well as syndrome elements. The research overview of syndrome differentiation in the field of cardiovascular disease is reviewed. In order to provide a...