Open access
Oct 2026
Deep Learning–Based Classification of Melanoma Using Dermoscopic Images: Comparative Evaluation of Convolutional Neural Network and DenseNet Models
Abstract Background For melanoma, an aggressive form of skin cancer, early and accurate detection is critical to improving clinical outcomes. Deep learning–based image analysis has emerged as a promising approach for computer-assisted evaluation of dermoscopic lesions. However, model performance is often affected by li...
Harshal A. Sanghvi, Argyrios Agritis, Isabella Alvarez et al.
· JMIR Dermatology · 0 citations