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Skin Lesion Classification Using Hybrid Convolutional Neural Network with Edge, Color, and Texture Information

Herein, a new paradigm based on deep learning was proposed that allows the extraction of fine-grained differences between skin lesions in pixel units for high accuracy classification of skin lesions. As basic feature information for a dermoscopic image of a skin region, 50 different features were ex...

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Bibliografiske detaljer
Udgivet i:Applied Sciences
Main Authors: Changmin Kim, Myeongsoo Jang, Younghwan Han, Yousik Hong, Woobeom Lee
Format: Artigo
Udgivet: MDPI AG 2023-04-01
Fag:
CNN
Online adgang:https://www.mdpi.com/2076-3417/13/9/5497
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