Enhancing Melanoma Diagnosis with Advanced Deep Learning Models Focusing on Vision Transformer, Swin Transformer, and ConvNeXt

Enhancing Melanoma Diagnosis with Advanced Deep Learning Models Focusing on Vision Transformer, Swin Transformer, and ConvNeXt

Skin tumors, especially melanoma, which is highly aggressive and progresses quickly to other sites, are an issue in various parts of the world. Nevertheless, the one and only way to save lives is to detect it at its initial stages. This study explores the application of advanced deep learning models...

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Bibliographic Details
Main Authors: Serra Aksoy, Pinar Demircioglu, Ismail Bogrekci
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:Dermatopathology
Subjects:
ViT
Swin Transformer
ConvNeXt
benign and malignant tumors
medical imaging
Online Access:https://www.mdpi.com/2296-3529/11/3/26
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https://www.mdpi.com/2296-3529/11/3/26

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