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.
Off-the-shelf longitudinal patient-history dataset representing a diverse population of patients with chronic, acute, and complex health conditions.
This dataset consists of standard lab test result files in PDF format.
The provider provides expert-led annotation of radiology DICOM studies, combining pixel-level segmentation and labeling with clinically meaningful interpretation mapped…
This dataset consists of anonymized blood test reports submitted by patients from all around the world as part of patient's health consultations.
This dataset is the "English Master's and Doctoral Dissertations" dataset, covering 760000 English degree theses and their structured analysis results.
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 unique and extensive dataset aggregating a wealth of information per person, including consultation notes, medical imaging, treatment journey events, and others - all…
This dataset aggregates all claims information at the person level, giving a unique insight in the patient journey, including treatment items, diagnosis with icd-10…
This data focuses on foreign university textbooks, with a total of 170000 volumes covering 56 disciplines including accounting, economics, mathematics, biology, clinical…
A collection of bio-synthetic dataset modeling the relationship between the gut and the disease.
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…
The provider structures unstructured clinical narratives into standardized SOAP-format documentation, enabling consistent alignment with clinical workflows and EHR…
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…
A collection of anonymized medical case files that provide comprehensive, end-to-end patient records, including prescriptions, lab reports, and discharge summaries.
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…