Deep-Learning-Based Computer-Aided Systems for Breast Cancer Imaging: A Critical Review

Deep-Learning-Based Computer-Aided Systems for Breast Cancer Imaging: A Critical Review

This paper provides a critical review of the literature on deep learning applications in breast tumor diagnosis using ultrasound and mammography images. It also summarizes recent advances in computer-aided diagnosis/detection (CAD) systems, which make use of new deep learning methods to automaticall...

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Bibliographic Details
Main Authors: Yuliana Jiménez-Gaona, María José Rodríguez-Álvarez, Vasudevan Lakshminarayanan
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Applied Sciences
Subjects:
breast cancer
computer-aided diagnosis
convolutional neural networks
deep learning
mammography
ultrasound
Online Access:https://www.mdpi.com/2076-3417/10/22/8298

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