Synthetic health data, taken seriously
Synthetic Medicare Claims Data: From SynPUF to Certified Synthesis
Synthetic Medicare claims data is artificially generated beneficiary, visit and claims records that behave like real Medicare data without containing any beneficiary's informa…
Read →What Is Synthetic Health Data?
Synthetic health data is artificially generated patient data that preserves the statistical properties of real clinical records without containing any real patient's information. H…
Read →Synthetic Data vs. De-Identification: Why the Difference Is Mathematical, Not Semantic
De-identification removes identifiers from real records and hopes enough was removed. Differentially-private synthesis generates new records under a provable disclosure bound. One …
Read →Is Synthetic Health Data Anonymous Under GDPR?
Not automatically. The EDPB's July 2026 draft anonymisation guidelines treat synthetic data as anonymous only where identification is effectively precluded — and name differential …
Read →Differential Privacy in Healthcare, Explained for Non-Cryptographers
Differential privacy is a mathematical promise: whether or not any one patient is in the dataset, every possible output stays almost equally likely. What ε and δ actually mean, why…
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