Based on the massive data collected by the National Health Information Platform over the years, through big data governance methods and technologies including low-quality data filtering, Enterprise Master Patient Index (EMPI) matching, medical term mapping, medical document structured processing, medical data privacy processing, etc., the quality evaluation and control of medical and health data is realized, the application and analysis value of medical and health big data is improved, and the sustainable innovative application of medical and health big data is supported.