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External Systems
Clinical Data Product
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De-identification Pipeline
Identifier ScrubberDate ShifterRe-identification Risk Scorer
Analytics Warehouse
Clinical Apps
Governance & Audit
Identifier Scrubber
Responsibilities
SpecsModelExplore
Identifier Scrubber
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Identifier Scrubber

The Identifier Scrubber removes or hashes HIPAA Safe Harbor identifiers — names, geographic subdivisions, dates, contact info, identifiers and more.

First gate on PHI

Nothing reaches date shifting until all 18 identifier classes are handled — partial scrubbing is not allowed.

Responsibilities

  • Deterministic hashing with environment-specific pepper for joinability inside research zone only.
  • Drops rows for patients who withdrew research consent.
  • First stage in the de-id pipeline before date shifting.