Use of Ensemble Learning to Improve Performance of Known Convolutional Neural Networks for Mammography Classification

Use of Ensemble Learning to Improve Performance of Known Convolutional Neural Networks for Mammography Classification

Convolutional neural networks and deep learning models represent the gold standard in medical image classification. Their innovative architectures have led to notable breakthroughs in image classification and feature extraction performance. However, these advancements often remain underutilized in t...

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Bibliographic Details
Main Authors: Mayra C. Berrones-Reyes, M. Angélica Salazar-Aguilar, Cristian Castillo-Olea
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Applied Sciences
Subjects:
convolutional neural networks
ensemble learning
deep learning
transfer learning
image classification
medical imaging
Online Access:https://www.mdpi.com/2076-3417/13/17/9639

Internet

https://www.mdpi.com/2076-3417/13/17/9639

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