peng-data-minimization / minimizer-poc

PoC, playground & docs for peng data minimization
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Research paper for health & fitness data minimization / anonymization #2

Closed FlorianNachtigall closed 4 years ago

johanngoltz commented 4 years ago

Anonymizing Health Data. Case Studies and Methods to Get You Started

200-page book that explains many techniques around anonymizing health data, but does not talk about the actual implementation. ISBN: 9781449363079, pdf available

Utility-preserving anonymization for health data publishing (DOI)

A new utility-preserving anonymization method and an anonymization algorithm using the proposed method. Through experiments on various datasets, we show that the utility of EHRs anonymized by the proposed method is significantly better than those anonymized by previous approaches.