Early Breast Cancer Detection Based on Deep Learning: An Ensemble Approach Applied to Mammograms

Early Breast Cancer Detection Based on Deep Learning: An Ensemble Approach Applied to Mammograms

<b>Background</b>: Breast cancer is one of the leading causes of death in women, making early detection through mammography crucial for improving survival rates. However, human interpretation of mammograms is often prone to diagnostic errors. This study addresses the challenge of improvi...

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Bibliographic Details
Main Authors: Youness Khourdifi, Alae El Alami, Mounia Zaydi, Yassine Maleh, Omar Er-Remyly
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:BioMedInformatics
Subjects:
breast cancer detection
mammography
convolutional neural networks (CNNs)
deep learning
VGG16
DenseNet121
Online Access:https://www.mdpi.com/2673-7426/4/4/127
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