DeepCAD: A Computer-Aided Diagnosis System for Mammographic Masses Using Deep Invariant Features

DeepCAD: A Computer-Aided Diagnosis System for Mammographic Masses Using Deep Invariant Features

The development of a computer-aided diagnosis (CAD) system for differentiation between benign and malignant mammographic masses is a challenging task due to the use of extensive pre- and post-processing steps and ineffective features set. In this paper, a novel CAD system is proposed called DeepCAD,...

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Bibliographic Details
Main Author: Qaisar Abbas
Format: Article
Language:English
Published: MDPI AG 2016-10-01
Series:Computers
Subjects:
breast cancer
mammography
computer-aided diagnosis system
deep learning
neural networks
image processing
local binary pattern
speed-up robust features
Online Access:http://www.mdpi.com/2073-431X/5/4/28

Internet

http://www.mdpi.com/2073-431X/5/4/28

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