A comprehensive analysis of deep learning and transfer learning techniques for skin cancer classification

A comprehensive analysis of deep learning and transfer learning techniques for skin cancer classification

Abstract Accurately and early diagnosis of melanoma is one of the challenging tasks due to its unique characteristics and different shapes of skin lesions. So, in order to solve this issue, the current study examines various deep learning-based approaches and provide an effective approach for classi...

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Bibliographic Details
Main Authors: Manishi Shakya, Ravindra Patel, Sunil Joshi
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Active contour
CLAHE
Hybrid CNN
Skin lesion
SVM classifier
Online Access:https://doi.org/10.1038/s41598-024-82241-w
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