Deep Learning for Breast Cancer Diagnosis from Mammograms—A Comparative Study

Deep Learning for Breast Cancer Diagnosis from Mammograms—A Comparative Study

Deep convolutional neural networks (CNNs) are investigated in the context of computer-aided diagnosis (CADx) of breast cancer. State-of-the-art CNNs are trained and evaluated on two mammographic datasets, consisting of ROIs depicting benign or malignant mass lesions. The performance evaluation of ea...

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Bibliographic Details
Main Authors: Lazaros Tsochatzidis, Lena Costaridou, Ioannis Pratikakis
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Journal of Imaging
Subjects:
mammography
breast cancer
deep learning
convolutional neural networks
CAD
Online Access:http://www.mdpi.com/2313-433X/5/3/37

Internet

http://www.mdpi.com/2313-433X/5/3/37

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