A novel framework of multiclass skin lesion recognition from dermoscopic images using deep learning and explainable AI

A novel framework of multiclass skin lesion recognition from dermoscopic images using deep learning and explainable AI

Skin cancer is a serious disease that affects people all over the world. Melanoma is an aggressive form of skin cancer, and early detection can significantly reduce human mortality. In the United States, approximately 97,610 new cases of melanoma will be diagnosed in 2023. However, challenges such a...

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Bibliographic Details
Main Authors: Naveed Ahmad, Jamal Hussain Shah, Muhammad Attique Khan, Jamel Baili, Ghulam Jillani Ansari, Usman Tariq, Ye Jin Kim, Jae-Hyuk Cha
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Oncology
Subjects:
dermoscopic images
skin cancer
deep features
explainable AI
feature selection
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2023.1151257/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2023.1151257/full

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