Achieving high-accuracy skin cancer classification with deep learning optimized by ant colony algorithm

Abstract Skin cancer, particularly melanoma, poses a critical global health challenge due to its high mortality rate. Early and precise detection is vital for effective treatment and better prognosis. Recent advancements in deep learning have shown significant promise in medical image analysis, incl...

Full description

Bibliographic Details

Published in:	Journal of Electrical Systems and Information Technology
Main Authors:	Amany M. Sarhan, Hesham A. Ali, Shady Yasser, Mohamed Gobara, Ahmed A. Kandil, Ghada Sherif, Esraa Moustafa
Format:	Article
Language:	English
Published:	SpringerOpen 2025-07-01
Subjects:	Skin cancer Deep learning Convolutional neural networks CNNs HAM10000 Medical image analysis
Online Access:	https://doi.org/10.1186/s43067-025-00243-8