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 audio recordings of radiology dictation sessions in the United States.
High-precision, expertly curated datasets derived from real-world clinical interactions.
Fully anonymized case-level summaries, available in both free-text and SOAP formats.
This dataset contains de-identified clinical case summaries.
Synthetic one-on-one conversations between an agent and a customer in healthcare scenarios.
This dataset contains audio recordings of telemedicine follow up consultations in France.
This dataset contains audio recordings capturing telemedicine follow up consultations in Germany.
This dataset consists of audio recordings capturing telemedicine follow up scenarios in India, conducted in English.
This dataset consists of audio recordings capturing telemedicine follow up consultations in Japan.
This dataset contains real world audio recordings capturing telemedicine follow up scenarios in Spain.
This dataset consists of audio recordings capturing telemedicine follow up consultations in the United Kingdom.
This dataset consists of audio recordings capturing telemedicine follow up scenarios in the United States.
The provider provides detailed annotation of treatment and medication-related content, capturing medication mentions, therapeutic recommendations, dosage cues,…
A historical Clinical Trial Investigator & Site Intelligence Graph connecting unique-NPI investigators, specialties, organizations, facilities, trials, sponsors,…
De-identified transcripts of authentic doctor-patient conversations, retaining genuine context, language, and intent.
Doctor patient diagnostic conversations capturing symptom descriptions, medication references, and clinical reasoning.
Researcher participant interviews covering medical procedures, trial protocols, and personal health history.
A high-difficulty text dataset developed to train expert-level reasoning in LLMs based on doctoral examination questions and solutions in Egyptian Arabic.
Text based hospital shift handover notes with fast paced patient summaries and named clinical entities.
A collection of anonymized doctor patient recordings in a variety of indic languages
QA corrected medical transcripts capturing edits to dosages, terminology, and clinical accuracy.
Guided therapy sessions featuring emotional dialogue, personal narratives, and clinician responses.
Studio quality oncology dictations capturing cancer diagnoses, staging, and treatment planning terminology.
Groupdiscussions among patients in rehabilitation settings sharing recovery experiences and progress.