An in-depth analysis of Convolutional Neural Network architectures with transfer learning for skin disease diagnosis

An in-depth analysis of Convolutional Neural Network architectures with transfer learning for skin disease diagnosis

Low contrasts and visual similarity between different skin conditions make skin disease recognition a challenging task. Current techniques to detect and diagnose skin disease accurately require high-level professional expertise. Artificial intelligence paves the way for developing computer vision-ba...

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Bibliographic Details
Main Authors: Rifat Sadik, Anup Majumder, Al Amin Biswas, Bulbul Ahammad, Md. Mahfujur Rahman
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Healthcare Analytics
Subjects:
Convolutional Neural Network (CNN)
Skin disease
Deep learning
Xception
MobileNet
Transfer Learning (TL)
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442523000102

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