Design of Self-service Platform for Disease Diagnosis Based on Spark / 医学信息学杂志

The paper aims at the current problem of medical resource shortage,builds the self-service platform for disease diagnosis based on Spark by taking advantage of cloud computing,big data and other technologies,introduces the overall architecture and functional modules of the platform and tests the platform,in order to achieve disease diagnosis,recommendation of therapeutic schemes and disease prediction.

Privacy Protection in Medical Data Mining / 医学信息学杂志

The paper introduces the significance of medical data mining from traditional process of data mining, analyzes the key contents of privacy protection in data mining, emphasizes on discussing data mining based on secure multi-party compution, privacy-preserving oriented original data and privacy-preserving oriented the mining knowledge as well as its implementation technology.