Legal & Compliance · By maziyarpanahi

Checks OpenMed de-identified clinical text against the 18 HIPAA Safe Harbor identifier categories and reports gaps and residual re-identification risk.

maziyarpanahi/openmed

Fills in a model card for an OpenMed clinical NER or de-identification model from its evaluation reports: intended use, metrics, subgroups and limitations.

maziyarpanahi/openmed

Walks a data pipeline against the HIPAA Privacy and Security Rule checklist and produces a gap report before it processes patient data.

maziyarpanahi/openmed

Scans text that has already been de-identified for leftover identifiers such as SSNs, card numbers, emails and dates, and blocks release if anything turns up.

maziyarpanahi/openmed

Produce a signed, reproducible, no-PHI audit trail for an OpenMed de-identification run via deidentify(audit=True).

maziyarpanahi/openmed

Generates and verifies 21 CFR Part 11-style audit trails — who/what/when, electronic signatures, and tamper-evidence — for OpenMed pipelines in GxP and clinical-trial (GCP) settings.

maziyarpanahi/openmed

Select and customize OpenMed's seven bundled privacy policy profiles for de-identification, and build custom surrogate generators.

maziyarpanahi/openmed

Remove, mask, or replace PHI/PII in clinical free text on-device with OpenMed's deidentify().

maziyarpanahi/openmed

Replace detected PHI with realistic, type-matched fake values in OpenMed so clinical notes stay readable and parseable instead of full of [REDACTED] markers.

maziyarpanahi/openmed

Maps laboratory and clinical observation names extracted by OpenMed to LOINC codes using the public Regenstrief LOINC and FHIR terminology APIs.

maziyarpanahi/openmed

Apply GDPR-grade pseudonymization to clinical or personal text with OpenMed, keeping a separately-held re-linkage key so the data can be controlled-re-linked later.

maziyarpanahi/openmed

Reversibly de-identify clinical text with OpenMed and later restore the original PHI from a saved mapping.

maziyarpanahi/openmed

Run expert-determination-style quasi-identifier risk scoring (k-anonymity, l-diversity) plus OpenMed's empirical re-identification attack on a de-identified dataset, then document residual risk in a…

maziyarpanahi/openmed

Apply consistent per-patient date shifting in OpenMed that preserves intervals between events while satisfying HIPAA Safe Harbor's date rule.

maziyarpanahi/openmed

Collect a bounded set of de-identification policy decisions and write a deterministic, reviewable DEID-POLICY.md from the versioned local template.

maziyarpanahi/openmed