Assist-Dermo: A Lightweight Separable Vision Transformer Model for Multiclass Skin Lesion Classification

Assist-Dermo: A Lightweight Separable Vision Transformer Model for Multiclass Skin Lesion Classification

A dermatologist-like automatic classification system is developed in this paper to recognize nine different classes of pigmented skin lesions (PSLs), using a separable vision transformer (SVT) technique to assist clinical experts in early skin cancer detection. In the past, researchers have develope...

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Bibliographic Details
Main Authors: Qaisar Abbas, Yassine Daadaa, Umer Rashid, Mostafa E. A. Ibrahim
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Diagnostics
Subjects:
skin cancer
pigmented skin lesions
dermoscopy
classification
deep learning
vision transformers
Online Access:https://www.mdpi.com/2075-4418/13/15/2531

Internet

https://www.mdpi.com/2075-4418/13/15/2531

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