From the perspective of evidence-based medicine, taking the project of intelligence health insurance sysem in Ningbo as an example, the paper introduces the application of data mining method in medical field, based on the above it elaborates the analytical steps, research contents, analytical methods, key technologies, model construction, the structure and function of the platform in massive medical data mining, etc.