De-identifying OMOP Databases
A survey of existing tools and approaches for de-identifying OMOP data. Why De-identification Matters De-identification is the process of removing or transforming data elements that could identify individuals. In healthcare, this typically means addressing the 18 identifiers specified under HIPAA’s Safe Harbor provision, or demonstrating through Expert Determination that re-identification risk is “very small.” The practical payoff: properly de-identified data is no longer considered PHI under HIPAA. That means: ...