Ensemble of adapted convolutional neural networks (CNN) methods for classifying colon histopathological images

Ensemble of adapted convolutional neural networks (CNN) methods for classifying colon histopathological images

Deep convolutional neural networks (CNN) manifest the potential for computer-aided diagnosis systems (CADs) by learning features directly from images rather than using traditional feature extraction methods. Nevertheless, due to the limited sample sizes and heterogeneity in tumor presentation in med...

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Bibliographic Details
Main Author: Dheeb Albashish
Format: Article
Language:English
Published: PeerJ Inc. 2022-07-01
Series:PeerJ Computer Science
Subjects:
Deep convolutional neural networks
Transfer learning
Block-wise fine-tuning
Ensemble learning
Colon cancer classification
Histopathological Images
Online Access:https://peerj.com/articles/cs-1031.pdf

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https://peerj.com/articles/cs-1031.pdf

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