Light-Dermo: A Lightweight Pretrained Convolution Neural Network for the Diagnosis of Multiclass Skin Lesions

Light-Dermo: A Lightweight Pretrained Convolution Neural Network for the Diagnosis of Multiclass Skin Lesions

Skin cancer develops due to the unusual growth of skin cells. Early detection is critical for the recognition of multiclass pigmented skin lesions (PSLs). At an early stage, the manual work by ophthalmologists takes time to recognize the PSLs. Therefore, several “computer-aided diagnosis (CAD)” syst...

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Bibliographic Details
Main Authors: Abdul Rauf Baig, Qaisar Abbas, Riyad Almakki, Mostafa E. A. Ibrahim, Lulwah AlSuwaidan, Alaa E. S. Ahmed
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Diagnostics
Subjects:
pigmented skin lesions
deep learning
convolutional neural network
transfer learning
pretrained models
ShuffleNet
Online Access:https://www.mdpi.com/2075-4418/13/3/385

Internet

https://www.mdpi.com/2075-4418/13/3/385

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