Anonymity of databases

Releasing learning datasets for AI algorithm may cause substantial harm when the recipients of the dataset later can re-identify certain data subjects and learn their health conditions. Therefore, custodians must carefully investigate each dataset before allowing access to the data. In medical settings, where data records are originating from patients we cannot talk about anonymous data, those are in fact pseudonymous data.

What custodians should consider before releasing the data?

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