Breast Cancer Detection with Gabor Features from Digital Mammograms

Breast Cancer Detection with Gabor Features from Digital Mammograms

A new breast cancer detection algorithm, named the “Gabor Cancer Detection” (GCD) algorithm, utilizing Gabor features is proposed. Three major steps are involved in the GCD algorithm, preprocessing, segmentation (generating alarm segments), and classification (reducing false alarms). In preprocessin...

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Bibliographic Details
Main Author: Yufeng Zheng
Format: Article
Language:English
Published: MDPI AG 2010-01-01
Series:Algorithms
Subjects:
breast cancer
computer-aided detection (CAD)
Gabor filter
edge histogram descriptor (EHD)
mammography screening
mass detection
calcification detection
Online Access:http://www.mdpi.com/1999-4893/3/1/44/

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http://www.mdpi.com/1999-4893/3/1/44/

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