Title
Applying a new quantitative image analysis scheme based on global mammographic features to assist diagnosis of breast cancer.
Abstract
•A novel image marker is developed for predicting the malignant lesion depicted on digital mammograms.•59 features are extracted from the whole breast area to generate the marker.•We initially demonstrate that the new marker enables to effectively distinguish the benign and malignant lesions.
Year
DOI
Venue
2019
10.1016/j.cmpb.2019.104995
Computer Methods and Programs in Biomedicine
Keywords
DocType
Volume
Computer-aided diagnosis (CAD),Classification of mammograms,Quantitative image feature analysis,Support vector machine (SVM),Particle swarm optimization (PSO) algorithm
Journal
179
ISSN
Citations 
PageRank 
0169-2607
0
0.34
References 
Authors
0
6
Name
Order
Citations
PageRank
Xuxin Chen100.34
Abolfazl Zargari200.34
Alan B. Hollingsworth301.01
Hong Liu45617.01
Bin Zheng513528.83
yuchen qiu6176.30