The paper analyzes the development status of Electronic Medical Records (EMR) and the diversification of systems, evaluates and analyzes the data quality of EMR. From the data source to control the quality, including the formation of the data bus service mode, the improvement and development of the medical alliances, the building of an integrated platform data center, etc., and data governance plans and countermeasures are proposed.