The paper expounds the building of Clinical Decision Support(CDS) platform based on cloud service, including building objectives, overall architecture, knowledge transformation project, main application functions, cloud service and cloud operation and maintenance, introduces the practical effects, and points out that the platform is helpful to expand the service scope of high-quality medical resources, improve the level of homogenized service, etc.