Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
The provider structures and annotates patient-generated content, including photos, scanned prescriptions, lab reports, handwritten notes, and other user-uploaded medical…
The provider transforms real-world patient–physician interactions into structured datasets for advanced healthcare AI.
This dataset consists of audio recordings capturing radiology dictation sessions in India.
This dataset consists of audio recordings capturing radiology dictation scenarios in the United Kingdom.
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 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 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,…
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.
Text based hospital shift handover notes with fast paced patient summaries and named clinical entities.
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.
Follow up calls where clinicians monitor recovery progress and ongoing care needs.
Background conversational audio captured in healthcare waiting rooms, featuring casual patientdiscussions and ambient speech.
A high-difficulty text dataset built from doctoral-level exam questions and solutions to support LLM training for expert reasoning and problem solving.