The study on the health-related part of the big data research plans implemented in the United States, the European Union and other developed countries and regions has been carried out.The paper analyzes their specific characteristics, and finally puts forward some suggestions on the building and development of medical big data in China, including building unified data supervising and regulating system, unified standards and structures of data, opening to share data resources, and talent training for multidisciplinary data.