Indic Radiology Report NLP Set (De-identified)
De-identified radiology reports with finding, impression and negation annotations — for clinical NLP, report generation and evaluation.
- Rights-cleared
- Consent documented
- 🇮🇳 India data residency
- Languages
- English, Hindi
- Scale
- 180,000 reports · 180000 records
- Inter-annotator agreement
- α = 0.87
- QA pass rate
- 98.40%
Measured, audited, reproducible
- IAA / Krippendorff α
- 0.87
- QA pass rate
- 98.40%
Finding, impression and negation spans reach α = 0.87 with a 98.4% QA pass rate, reviewed with clinician sign-off. Annotations include anatomy, finding, severity and negation scope.
Reports are contributed with consent and rigorously de-identified to remove direct and quasi-identifiers before annotation. Collection, de-identification and storage occur entirely within India, aligned with the DPDP Act, 2023.
Reports are de-identified under a documented SOP, validated by an independent reviewer, then annotated by medically-literate annotators against a curated ontology with clinician adjudication of contested cases.
What's inside each record
A representative schema for Indic Radiology Report NLP Set (De-identified). The full data card ships the complete field dictionary, value ranges and annotation rubric.
| Field | Type | Example |
|---|---|---|
| encounter_id | string (uuid) | "enc_b21d…" |
| audio_path | string (wav, 16kHz) | "clips/enc_b21d.wav" |
| transcript | string (de-identified) | "Patient reports two days of fever…" |
| speaker_role | enum | "clinician" | "patient" |
| intent | enum | "symptom_report" |
| phi_redacted | bool | true |
| language | string (ISO 639) | "eng" |
| annotator_id | string (hashed) | "anr_7f3…" |
| qa_status | enum | "passed" |
| consent_ref | string | "cns_2024_…" |
Representative schema — exact fields and value ranges are documented in the dataset card shipped with every licence.
License tiers
Choose the tier that matches your use case. Every tier ships with the full data card, provenance log, and quality report.
Commercial Non-Exclusive
Contact us
Production licence for clinical-NLP and report-generation products with periodic refresh.
Request accessEnterprise / Sovereign Exclusive
Contact us
Exclusive licensing, additional specialties and on-prem / sovereign delivery.
Talk to salesRelated datasets
-
HealthcareHealthcare Multimodal 🇮🇳 Sovereign
Indic Healthcare Patient–Clinician Dialogue Set
De-identified, consented patient–clinician dialogues across four languages, with intent, symptom, and clinical-entity annotations for health AI.
- Languages:
- Hindi, Telugu, Bengali, Kannada
- Size:
- 120 hrs audio · 42,000 turns
- IAA:
- 0.86
Rights-clearedLicence from
Contact us
Explore more Healthcare data
Ready to license Indic Radiology Report NLP Set (De-identified)?
A senior data PM will scope access, residency, and licensing terms and respond within one business day.