Dermoscopic Image Classification Method Using an Ensemble of Fine-Tuned Convolutional Neural Networks

Dermoscopic Image Classification Method Using an Ensemble of Fine-Tuned Convolutional Neural Networks

Aiming at the problems of large intra-class differences, small inter-class differences, low contrast, and small and unbalanced datasets in dermoscopic images, this paper proposes a dermoscopic image classification method based on an ensemble of fine-tuned convolutional neural networks. By reconstruc...

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Bibliographic Details
Main Authors: Xin Shen, Lisheng Wei, Shaoyu Tang
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Sensors
Subjects:
dermoscopic image
classification
deep learning
transfer learning
fine-tuning
ensemble learning
Online Access:https://www.mdpi.com/1424-8220/22/11/4147

Internet

https://www.mdpi.com/1424-8220/22/11/4147

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