Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset features medical images submitted by patients from all around the world as part of patient's health consultations.
Dataset contains longitudinal baseline and follow-up ct scan in original dicom format and reports across six cancer types, liver, lung, pancreas, kidney, prostate, and…
A collection of bio-synthetic dataset modeling the relationship between the gut and the disease.
Comprehensive dental clinical dataset sourced from a licensed Ukrainian dental clinic with full-spectrum capabilities: surgical, prosthetic, endodontic, restorative, and…
This dataset is purpose-built to stress-test pharmacogenomic interpretation engines in clinical and research environments.
A collection of audio conversations between doctor and patient from levant region.
BioTrials Pro — Clinical Trial Events + Labels + Returns (1999–2025) What makes Pro different Pro adds the layers buyers actually need for modeling and backtesting: -…
BioTrials Base — Clinical Trials Intelligence Spine (1999–2025) One sentence BioTrials Base is a clean, ML-friendly clinical trials spine built around ClinicalTrials.gov…
A bilingual (Chinese original + English translation) dermatology multimodal dataset of single- and multi-turn doctor-patient dialogues paired with images, supporting…
A bilingual (Chinese original + English translation) dermatology multimodal dataset of single- and multi-turn doctor-patient dialogues paired with images, supporting…
This dataset consists of audio recordings capturing clinical consultation scenarios in France, conducted in French.
This dataset consists of audio recordings capturing clinical consultation sessions in Germany.
This dataset consists of audio recordings capturing clinical consultation scenarios in India.
This dataset contains real world audio recordings of clinical consultation sessions in Japan.
This dataset consists of audio recordings capturing clinical consultation interactions in Spain.
This dataset consists of audio recordings capturing real world clinical consultation scenarios in the United Kingdom.
This dataset consists of real world audio recordings capturing clinical consultation scenarios in the United States.
The provider structures unstructured clinical narratives into standardized SOAP-format documentation, enabling consistent alignment with clinical workflows and EHR…
Clinical Finding & Diagnostic Reports The Clinical Finding & Diagnostic Reports dataset is a comprehensive collection of anonymized diagnostic reports spanning multiple…
Audio recordings of doctor to doctor clinical handoffs during shift changes, containing concise patient summaries, medical terminology, and named clinical entities.
The provider applies contextual, multi-layer annotation to clinical interactions, capturing both medical meaning and conversational intent.
This dataset consists of text-based records capturing customer support call scenarios in Canada, framed for healthcare-focused analysis.
A collection of de-identified behavioral health consultation transcripts and associated clinical documentation derived from patient-provider encounters in mental health…
This dataset includes a de-identified head CT scan in DICOM format, commonly used in clinical imaging workflows.