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Current medical image processing applications require management of huge amounts of data and executive high-performance computing. How to manage and analysis this large amount of data effectively is a major challenge. This paper shows the initial formulation of medical information integration model, it is designed to help medical workers and medical departments to share data, integrate resources and analyses data. The model using the technology of cloud computing to provide huge storage resources and powerful computing capacity. The application level of this system is on the basis of service. Hadoop cluster is the main calculation module and storage unit. MapReduce as the distributed computing technology.