Fully Automated Breast Density Segmentation and Classification Using Deep Learning

Fully Automated Breast Density Segmentation and Classification Using Deep Learning

Breast density estimation with visual evaluation is still challenging due to low contrast and significant fluctuations in the mammograms’ fatty tissue background. The primary key to breast density classification is to detect the dense tissues in the mammographic images correctly. Many methods have b...

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Bibliographic Details
Main Authors: Nasibeh Saffari, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Meritxell Arenas, Eleni Mangina, Blas Herrera, Domenec Puig
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Diagnostics
Subjects:
breast cancer
breast density
deep learning
mammograms
generative adversarial networks
convolutional neural network
Online Access:https://www.mdpi.com/2075-4418/10/11/988

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