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HHS OCR guidance on de-identification (2012): how an expert works (HHS OCR, Guidance Regarding Methods for De-identification of PHI, 26 November 2012, section 2.6)

An expert assesses the risk for the anticipated recipients, recommends transformations, applies them with the data team and re-checks until the risk is very small.

Dated 17 Oct 2026Source checked 17 Oct 2026Basis: primary text

In the source's own words
“First, the expert will evaluate the extent to which the health information can (or cannot) be identified by the anticipated recipients. Second, the expert often will provide guidance to the covered entity or business associate on which statistical or scientific methods can be applied to the health information to mitigate the anticipated risk.”
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