Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
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…
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…
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.
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…
The provider provides expert-led pharmacovigilance annotation by structuring adverse drug reactions (ADRs), side effects, patient complaints, medication responses, and…
The provider provides expert-reviewed medical image annotation services across multiple imaging modalities, including CT, MRI, X-ray, ultrasound, pathology slides, and…
The provider provides a comprehensive medical text annotation service that transforms unstructured healthcare content into structured, AI-ready datasets.
Includes prompts and responses on clinical scenarios such as COPD management, pediatric respiratory distress, stroke care, pharmacology, and differential diagnosis.
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.