Architectural Distortion-Based Digital Mammograms Classification Using Depth Wise Convolutional Neural Network

Architectural Distortion-Based Digital Mammograms Classification Using Depth Wise Convolutional Neural Network

Architectural distortion is the third most suspicious appearance on a mammogram representing abnormal regions. Architectural distortion (AD) detection from mammograms is challenging due to its subtle and varying asymmetry on breast mass and small size. Automatic detection of abnormal ADs regions in...

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Bibliographic Details
Main Authors: Khalil ur Rehman, Jianqiang Li, Yan Pei, Anaa Yasin, Saqib Ali, Yousaf Saeed
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Biology
Subjects:
architectural distortion
image processing
depth-wise convolutional neural network
breast cancer
mammography
Online Access:https://www.mdpi.com/2079-7737/11/1/15

Internet

https://www.mdpi.com/2079-7737/11/1/15

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