This page is a synthetic dataset in the CertifiedData AI Artifact Registry — a public index of synthetic datasets, AI models, and certified AI artifacts with cryptographic provenance records. This entry has been registered and its SHA-256 fingerprint recorded. Synthetic data certification has not yet been issued. Once certified, an Ed25519 signature is generated and permanently linked to this record, enabling independent verification. It is categorized under healthcare.

Uncertifieddatasethealthcare

Synthetic Clinical Encounters v1

Name: Synthetic Clinical Encounters v1
Creator: CertifiedData.io
License: https://certifieddata.io/terms

Certified synthetic dataset for ehr workflow testing in healthcare.

Hash Algorithm

SHA256

Algorithm

CTGAN

Rows

81,000

Columns

Artifact record

Artifact Hash: sha256:dbc04594a150bbf1313f6a1f9edc32a4008338325f555229831ca02753b20b31
Certificate ID: Not yet certified
Issuer: CertifiedData.io
Schema Version: 1.0
File Format: CSV
Use Case: ehr-workflow-testing
Registered: March 29, 2026

Proof surfaces

This entry is registered but not yet certified — there is no certificate, signature, or transparency-log entry to verify against.

How verification works →Certify an artifact →

Description

Synthetic Clinical Encounters v1 is a synthetic tabular dataset generated with CTGAN and certified by CertifiedData.io for AI testing, model evaluation, and synthetic data workflows.

Machine-readable record

Canonical JSON summary of this artifact for agents, systems, and developers. The certificate_id is the stable reference for verification via POST /api/verify.

Machine-readable summary (for agents and systems)

{
  "term": "Synthetic Clinical Encounters v1",
  "slug": "synthetic-clinical-encounters-v1",
  "category": "registry",
  "artifact_type": "dataset",
  "certification_status": "unverified",
  "issuer": "CertifiedData.io",
  "artifact_hash": "sha256:dbc04594a150bbf1313f6a1f9edc32a4008338325f555229831ca02753b20b31",
  "hash_algorithm": "SHA256",
  "schema_version": "1.0",
  "signing_algorithm": "Ed25519",
  "canonical_url": "https://certifieddata.io/registry/synthetic-clinical-encounters-v1",
  "verification_auth_required": false,
  "openapi_spec": "https://certifieddata.io/openapi.json",
  "generation_algorithm": "CTGAN",
  "rows": 81000,
  "columns": 20,
  "industry": "healthcare"
}

Use cases for this synthetic dataset

This registered synthetic dataset can be used in standard workflows. Add certification to enable independent verification for compliance and audit use cases.

✓Clinical AI training without exposing PHI
✓HIPAA-safe patient analytics and outcome modeling
✓EHR data pipeline validation
✓Medical AI model testing and benchmarking
✓Compliance demonstrations for FDA and GDPR

What this record proves

This listing has a recorded SHA-256 fingerprint. Certification adds:

+A machine-verifiable Ed25519 digital certificate
+SHA-256 fingerprint permanently linked to the certificate record
+Independent verification — no trust in CertifiedData required
+Persistent certificate ID for audit trail and governance documentation
+Stronger provenance chain for regulatory filings (GDPR, HIPAA, EU AI Act)

What is a synthetic dataset listing?

A synthetic dataset listing is a registered synthetic dataset in the CertifiedData registry with a recorded SHA-256 fingerprint. Once certified, it receives an Ed25519-signed certificate enabling independent verification by any party.

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