Introduction

Data overview: We integrated dermoscopic and clinical images collected from public databases, published literature, and a local hospital in Fuzhou, Fujian Province, China. The dermoscopic dataset encompassed 10 categories of skin diseases, while the clinical dataset included 22 categories.

Dermoscopic dataset: actinic keratosis (AK), basal cell carcinoma (BCC), dermatofibroma (DF), lichenoid keratosis (LK), melanoma (MEL), melanocytic nevus (NV), squamous cell carcinoma (SCC), seborrheic keratosis (SK), solar lentigo (SL), and vascular lesion (VASC).

Clinical dataset: actinic keratosis (AK), basal cell carcinoma (BCC), dermatofibroma (DF), melanoma (MEL), melanocytic nevus (NV), squamous cell carcinoma (SCC), seborrheic keratosis (SK), vascular lesion (VASC), acne, atopic dermatitis (AD), chickenpox (Cpox), lichen planus (Lichen), lupus erythematosus (Lupus), psoriasis (PSO), pyoderma, ringworm, rosacea, vitiligo, cutaneous warts (Warts), scar, monkeypox (Mpox), and measles.

Selected data sources

• 🔗 ISIC Archive
• 🔗 Atlas Dermatológico
• 🔗 DermNet NZ
• 🔗 Kaggle Skin Diseases Dataset
• 🔗 Mendeley Skin Lesion Dataset
• 🔗 Fitzpatrick17k Dataset
• 🔗 DXY.cn