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Engineering
DeID Privacy Studio — PHI / PII redaction
An interactive studio that finds and masks 25 distinct kinds of personal identifier in free text, with a per-label policy.
Presented as engineering, not as an ML result: there is no measured precision/recall claim, so none is shown.
Results
Every value links to the committed artifact that produces it.
| Metric | Value | Evidence |
|---|---|---|
| Distinct entity types (measured, not "20+") | 25 | app/deid/policies.py |
| Per-label policy — mask / hash / redact | configurable | app/deid/engine.py |
Running it
A hosted studio is planned; it requires the spaCy model to be present at build time (a silent failure mode otherwise).