Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Audio recordings of doctor to doctor clinical handoffs during shift changes, containing concise patient summaries, medical terminology, and named clinical entities.
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 consists of speech based records capturing cybersecurity alert handling scenarios in the United States, 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…
Nurse to patient discharge briefings covering medication usage, follow up care, and recovery instructions.
This dataset consists of audio recordings capturing emergency triage calls in India.
This dataset contains audio recordings capturing emergency triage calls in the United Kingdom.
This dataset consists of audio recordings capturing emergency triage call scenarios in the United States, conducted in English.
A collection of anonymized medical case files that provide comprehensive, end-to-end patient records, including prescriptions, lab reports, and discharge summaries.
Live doctor-patient conversations, recorded in-office or via telehealth.
A collection of of anonymized reports of patient visits, with diagnosis, treament plan, etc
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…
A collection of consumer health and activity data gathered from a variety of consumer devices collected from the medical perspective: step count, sleep information,…
The provider delivers fine-grained medical annotation covering symptoms, diagnoses, conditions, comorbidities, and lifestyle-related risk factors with clinically…
Call center audio from patients contacting insurers to explain medical claims, including procedures, dates, and personal identifiers.
This dataset contains text-based records capturing healthcare follow-up scenarios in the United Kingdom, framed for healthcare-focused analysis.
Authoring prompts and responses by native speakers (United States), covering the Healthcare domain.
The provider provides expert-led annotation of healthcare video content by tagging symptoms, conditions, diagnostic steps, treatment explanations, and prognosis…
The provider standardizes medical terminology by mapping clinical concepts to ICD-10 and MedDRA, ensuring datasets are compliant, interoperable, and ready for downstream…
This dataset contains text-based records capturing legal consultation scenarios in Singapore, framed for healthcare-focused analysis.
The provider provides expert-led pharmacovigilance annotation by structuring adverse drug reactions (ADRs), side effects, patient complaints, medication responses, and…