Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset is purpose-built to stress-test pharmacogenomic interpretation engines in clinical and research environments.
BioTrials Pro — Clinical Trial Events + Labels + Returns (1999–2025) What makes Pro different Pro adds the layers buyers actually need for modeling and backtesting: -…
BioTrials Base — Clinical Trials Intelligence Spine (1999–2025) One sentence BioTrials Base is a clean, ML-friendly clinical trials spine built around ClinicalTrials.gov…
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 includes a de-identified head CT scan in DICOM format, commonly used in clinical imaging workflows.
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…
This dataset contains images of Medical Prescription in German.
The provider delivers fine-grained medical annotation covering symptoms, diagnoses, conditions, comorbidities, and lifestyle-related risk factors with clinically…
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 provides 2–3 years of longitudinal, patient-level clinical data, enabling users to follow the progression of care over time rather than analyze isolated…
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.
High-precision, expertly curated datasets derived from real-world clinical interactions.
Fully anonymized case-level summaries, available in both free-text and SOAP formats.
Synthetic one-on-one conversations between an agent and a customer in healthcare scenarios.
The provider provides detailed annotation of treatment and medication-related content, capturing medication mentions, therapeutic recommendations, dosage cues,…
Street Noise-Level Dataset Silencio’s Street Noise-Level Dataset offers unique access to hyper-local, real-world noise exposure data across more than 180 countries.