Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset consists of standard lab test result files in PDF format.
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…
A US EPIC-style dermatology multimodal dataset of single- and multi-turn doctor-patient dialogues paired with images, covering 8 categories: Inflammatory Skin…
This dataset contains text-based records capturing legal consultation scenarios in Singapore, framed for healthcare-focused analysis.
This dataset contains text-based records capturing medical inquiry scenarios in the United Kingdom, framed for insurance-focused analysis.
The provider structures and annotates patient-generated content, including photos, scanned prescriptions, lab reports, handwritten notes, and other user-uploaded medical…
This dataset consists of audio recordings capturing radiology dictation sessions in India.
This dataset consists of audio recordings capturing radiology dictation scenarios in the United Kingdom.
This dataset contains de-identified clinical case summaries.
This dataset consists of audio recordings capturing telemedicine follow up scenarios in the United States.
Text based hospital shift handover notes with fast paced patient summaries and named clinical entities.