Imaging / Radiology Claims
Synthetic imaging claims for simulating radiology-benefit-manager authorization behavior, appropriate-use signals, modality routing, contrast-policy pressure, and duplicate or bundled-service denials.
100K-500K+ records available
Denial behavior patterns
RBM authorization denial
AUC documentation miss
Duplicate imaging denial
Contrast policy mismatch
Schema highlights
{
"claim_id": ...,
"provider_taxonomy_code": ...,
"place_of_service": ...,
"preauth_required": ...,
"denial_rarc_code": ...,
"scenario_multiplier": ...,
"authorization_friction_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.
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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.