Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
SOAP-structured notes made about doctor-patient conversations in English, across a variety of medical specialities.
Real-world unscripted live doctor-patient conversations captured on patient mobile devices in clinical and at-home contexts.
This dataset includes over 55,000 doctor-patient conversations in over 80 specialties including audiology, cardiology, chiropractor, dermatology, hematology, neurology,…
This dataset includes doctor-patient conversations in over 80 specialties including oncology, rheumatology, pulmonology, cardiology, dermatology, psychiatry, hematology,…
Verbating description of doctor-patient conversations in English, across a variety of medical specialities.
This dataset consists of anonymized medical case histories derived from doctor-patient conversations collected in india.
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 India.
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.
Casual conversations among friends and patrons in café environments, capturing urban social speech and everyday small talk.
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.
This dataset contains audio recordings capturing emergency triage calls in the United Kingdom.
Live doctor-patient conversations, recorded in-office or via telehealth.
A US EPIC-style dermatology multimodal dataset of single- and multi-turn doctor-patient dialogues paired with images, covering 8 categories: Inflammatory Skin…
A US EPIC-style dermatology dataset of single- and multi-turn doctor-patient dialogues, covering 8 categories: Inflammatory Skin Conditions, Neoplastic Growth, Pigment…
This dataset contains text-based records capturing legal consultation scenarios in Singapore, framed for healthcare-focused analysis.
This dataset contains audio recordings capturing mental health therapy sessions in India.
This dataset consists of audio recordings capturing mental health therapy session scenarios in the United Kingdom, conducted in English.
This dataset consists of audio recordings capturing mental health therapy sessions in the United States.
The provider transforms real-world patient–physician interactions into structured datasets for advanced healthcare AI.
High-precision, expertly curated datasets derived from real-world clinical interactions.