With Jiangsu Province Hospital as an example, the paper introduces the current situation and development trend of medical quality management and discusses the construction thoughts of medical quality control system based on cloud computing, which is to construct the cloud architecture in the information environment of the hospital, comb through the business system, organize the dynamic data center of the hospital based on the cloud architecture, build the clinical decision-making system and realize quality management based on intelligence medicine.