Enhancing Skin Disease Diagnosis Through Fine-Tune Convolutional Neural Network: A Comparative Study with Multi-class Approach

Enhancing Skin Disease Diagnosis Through Fine-Tune Convolutional Neural Network: A Comparative Study with Multi-class Approach

Due to their similar appearance, skin disorders frequently disguise their early warning signs from our skin, which is the defense system of the body. Preventing serious disorders requires their early detection. This work investigated the use of fine-tune transfer learning as a fast and accurate way...

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Bibliographic Details
Main Authors: Najnin Akter Ringky, Abu Kowshir Bitto, Khalid Been Md. Badruzzaman Biplob, Md. Fazla Elahe, Musabbir Hasan Sammak, Tapushe Rabaya Toma
Format: Article
Language:English
Published: ITB Journal Publisher 2023-09-01
Series:Journal of ICT Research and Applications
Subjects:
fine-tune
imbalance data
medical imaging
skin disease
Xception
Online Access:https://journals.itb.ac.id/index.php/jictra/article/view/23005
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https://journals.itb.ac.id/index.php/jictra/article/view/23005

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