Use Case: Healthcare

Anonymize patient records for research, clinical trials, and external sharing — entirely offline.

The Challenge

Challenge

A hospital research department needs to share patient outcome datasets with external academic partners for a multicenter clinical study. The datasets contain names, dates of admission, diagnoses, medication codes, and national patient IDs. Uploading to any cloud service risks GDPR Art. 9 special-category data violations and HIPAA PHI transmission requirements. No Business Associate Agreement has been established with the research partner's IT infrastructure.

The Solution

Solution

The research team installs anonym.plus on a workstation within the hospital's secure network. They use Batch mode to process the full patient dataset (XLSX format, 40,000 rows) using the Healthcare preset. All 18 HIPAA Safe Harbor identifiers are removed using the Replace operator. Health data is permanently replaced with structured labels: [PERSON_1], [DATE_1], [MEDICAL_RECORD_1]. The processing takes under 3 minutes. No data leaves the hospital network during processing.

The Results

Result
  • All 18 HIPAA Safe Harbor identifiers removed — Safe Harbor de-identification achieved
  • Dataset exits GDPR Art. 9 scope — no longer health data under Recital 26
  • No BAA required — anonym.plus is not a Business Associate; no PHI transmitted to any third party
  • Dataset shared securely with academic partners via standard file transfer — no special data transfer agreement needed
  • Processing history logged locally as documentation for DPIA and research ethics compliance

PHI Entity Types Detected

HIPAA Categoryanonym.plus Entity TypeExample
NamesPERSONDr. Maria Schmidt → [PERSON_1]
DatesDATE_TIME03/15/1978 → [DATE_1]
Phone numbersPHONE_NUMBER+49 30 123456 → [PHONE_1]
Email addressesEMAIL_ADDRESSpatient@clinic.de → [EMAIL_1]
SSN / National IDsUS_SSN, DE_TAX_ID, IN_AADHAAR123-45-6789 → [ID_1]
Medical record numbersMEDICAL_LICENSE, Custom entityMRN-78234 → [MRN_1]
IP addressesIP_ADDRESS192.168.1.45 → [IP_1]
Geographic dataLOCATION, STREET_ADDRESSHauptstraße 12, Berlin → [LOCATION_1]

Compliance Achieved

Ready to try? Read the HIPAA de-identification guide →

Frequently Asked Questions

Does anonym.plus handle HIPAA-regulated patient records?

Yes. All 18 Safe Harbor PHI categories are covered by built-in entity types plus custom entity support. Processing is 100% offline. anonym.plus is not a Business Associate — no BAA required or available.

Does anonymizing with anonym.plus satisfy GDPR Article 9 for health data?

Yes. Once processed with Replace or Redact operators, health data is no longer personal data under GDPR Recital 26. Art. 9 special-category restrictions no longer apply to the anonymized output.

What file size can anonym.plus handle for large patient datasets?

XLSX: 20 MB / 100,000 rows. CSV: 30 MB. For larger datasets, split into batches. Batch mode processes up to 20 files in parallel (Pro plan).