A privacy-preserving distributed medical data integration security system for accuracy assessment of cancer screening: development study of novel data integration system

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SUMMARY

    The methods that are widely practiced today include one in which a data provider or user performs a matching operation or the method in which a data set containing personal information is passed to a third party (data depository) to perform the matching. The authors conducted a matching experiment using the accuracy assessment of cancer screening as a model by matching the cancer-screening and cancer registration data. The matching sensitivity remained in the 50% range for simulated colorectal cancer data containing 85% matching-key errors, but in the case of simulated breast cancer . . .

     

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