SkinSage XAI: An explainable deep learning solution for skin lesion diagnosis

Abstract Background Skin cancer poses a significant global health threat, with early detection being essential for successful treatment. While deep learning algorithms have greatly enhanced the categorization of skin lesions, the black‐box nature of many models limits interpretability, posing challe...

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Bibliographic Details

Published in:	Health Care Science
Main Authors:	Geetika Munjal, Paarth Bhardwaj, Vaibhav Bhargava, Shivendra Singh, Nimish Nagpal
Format:	Article
Language:	English
Published:	Wiley 2024-12-01
Subjects:	deep learning skin lesions explainable artificial intelligence HAM10000 GradCAM LIME
Online Access:	https://doi.org/10.1002/hcs2.121