Cardiology Claims
Synthetic cardiology claims for modeling diagnostic testing, interventional procedure paths, longitudinal monitoring, device authorization, rehab visit limits, and payer friction.
100K-500K+ records available
Denial behavior patterns
Procedure authorization denial
Device documentation gap
Cardiac rehab visit cap
Diagnostic bundling conflict
Schema highlights
{
"claim_id": ...,
"provider_specialty": ...,
"place_of_service": ...,
"preauth_required": ...,
"denial_reason_family": ...,
"appeal_final_resolution_state": ...,
"payer_behavior_score": ...,
"out_of_network_leakage_score": ...
}Full schema + data dictionary included with Starter tier and above.
Free sample available
Get a 1K-row CSV sample of this pack — schema, source manifest, and synthetic-only attestation included. No PHI. CC BY 4.0.
Request free sampleMore Outpatient packs
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upstream.cx ↗100K rows
- CSV + Parquet delivery
- Source manifest and synthetic-only attestation
- Quality and claim-realism reports
- Signed URL fulfillment
500K rows
- CSV + Parquet delivery
- Transaction, event, and adjudication trace artifacts
- Scenario manifests and readiness reports
- Model training and regression-suite license
Custom volume
- Custom payer archetypes and scenarios
- All-pack or specialty bundle licensing
- Dedicated delivery workflow
- Legal, security, and procurement review
Synthetic-only data, no PHI. Delivered by signed link.