Multichannel DenseNet Architecture for Classification of Mammographic Breast Density for Breast Cancer Detection

Multichannel DenseNet Architecture for Classification of Mammographic Breast Density for Breast Cancer Detection

Percentage mammographic breast density (MBD) is one of the most notable biomarkers. It is assessed visually with the support of radiologists with the four qualitative Breast Imaging Reporting and Data System (BIRADS) categories. It is demanding for radiologists to differentiate between the two varia...

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Bibliographic Details
Main Authors: Shivaji D. Pawar, Kamal K. Sharma, Suhas G. Sapate, Geetanjali Y. Yadav, Roobaea Alroobaea, Sabah M. Alzahrani, Mustapha Hedabou
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Public Health
Subjects:
breast cancer
BIRADS Density Classification
DenseNet
deep learning
multichannel architecture
mammographic breast density
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2022.885212/full

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https://www.frontiersin.org/articles/10.3389/fpubh.2022.885212/full

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