DATA & RESEARCH
Data & Research
Advancing equitable dermatology through responsibly built clinical data and AI research infrastructure.
Clinically Grounded Dermatology Data
OSAZ maintains a proprietary dermatology dataset designed to support accurate and equitable AI development for skin health. The dataset focuses on melanin-rich skin and is curated in collaboration with clinicians and healthcare partners.
Our approach prioritizes medical validity, ethical stewardship, and responsible use in research and product development.
Key characteristics
- Clinician-annotated diagnostic data
- Representation of diverse skin tones and conditions
- Longitudinal records enabling outcome tracking over time
- Geographic diversity across multiple healthcare environments
Research Applications
- Evaluating diagnostic model performance on melanin-rich populations
- Studying longitudinal treatment outcomes across dermatologic conditions
- Analyzing geographic and demographic variation in skin disease patterns
- Training and validating AI systems to reduce diagnostic bias
- Supporting clinical research and academic collaborations
Research Access Pathways
Model Access
Research and product teams may access OSAZ diagnostic capabilities through secure API integrations designed for clinical and research workflows.
Dataset Access
In select cases, de-identified subsets of the dataset may be licensed under strict data governance agreements for approved medical research purposes.
Access decisions prioritize healthcare research partners and responsible, ethical applications.