PASSION dataset (PASSION derm 2024 dataset)

Overview

PASSION derm is a pioneering initiative dedicated to closing the diversity gap in dermatology datasets. This project provides a unique dataset of skin condition images from Sub-Saharan Africa, with a focus on richly pigmented skin. The dataset is designed to emulate teledermatology settings and includes images of common pediatric skin conditions, such as eczema, fungal infections, scabies, and impetigo, in diverse quality and resolution. PASSION derm aims to improve access to dermatologic care in regions with limited healthcare resources.

Dataset Highlights

This dataset is tailored for AI applications in dermatology. It is also a valuable resource for training medical professionals. Key details include:

• Images: 4,901 images from 1,653 patients
• Conditions Represented: Common pediatric conditions, including eczema, fungal infections, scabies, and impetigo
• Regions: Data collected in telemedicine contexts in Sub-Saharan Africa

Dataset License

The dataset is released under the PASSION Data Public License, with the following key terms:

• Non-Commercial Use: This dataset is for non-commercial purposes only.
• Attribution Required: Proper attribution must be given when sharing or adapting the data.
• Re-Identification Prohibited: Any attempt to re-identify individuals in the dataset is strictly prohibited.
• Sharing Restrictions: Only the project website link may be shared, not the direct download link.

Please refer to the dataset license for more details.

Access

To access the dataset, please visit https://passionderm.github.io/ and complete the required form. A committee will review your request and notify you shortly after submission.