Artificial Intelligence (AI) technology is used to analyze the Machine Learning(ML) algorithm based on the patients’ previous medical data,and an automatic recognition model for disease features of myocardial infarction is built. The key and main pathogenic factors are found through feature mining to provide qualitative or quantitative auxiliary diagnosis advices for doctors.