Private predictive analysis on encrypted medical data.
Journal of Biomedical Informatics（2014）
摘要
•Ensure privacy of sensitive medical data by computing on encrypted data.•Private predictive analysis.•Case study: the probability for suffering cardiovascular disease in encrypted form.•The cloud learns nothing about the submitted confidential medical data.
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关键词
Homomorphic encryption,Encrypted medical data,Predictive analysis,Logistic regression,Proportional hazard model
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