Articles

Article

Leveraging high-quality image data to enhance AI solutions in dermatology

Large and diverse datasets are key to accurate and generalisable dermatology AI

Dermatology
Skin Cancer
Multimodal Imaging Data
Diversity in Data
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Article

Ensuring diversity in data for more inclusive research

Diverse datasets support the development of more equitable and inclusive healthcare solutions

Diversity in Data
Multimodal Data
AI Development
Biomarker Discovery
Real-World Evidence
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Article

Accelerating science and healthcare innovation through prospective data collection

Prospective collection enables the creation of datasets designed around specific research questions and development needs

Prospective Data Collection
Multi-Institutional Data
Longitudinal Data
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