Fuzzy-based Medical X-Ray Image Classification

Fuzzy-based Medical X-Ray Image Classification

In this paper, a novel fuzzy scheme for medical X-ray image classification is presented. In this method, each image is partitioned into 25 overlapping subimages and then, we extracted the shape-texture features from shape and directional information of each subimage. In the classification step, we a...

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Bibliographic Details
Main Authors: Fatemeh Ghofrani, Mohammad Sadegh Helfroush, Mahmoud Rashidpour, Kamran Kazemi
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2012-01-01
Series:Journal of Medical Signals and Sensors
Subjects:
Fuzzy classifier
medical X-ray images
multilayer perceptron
shape-texture features
support vector machines
Online Access:http://www.jmss.mui.ac.ir/article.asp?issn=2228-7477;year=2012;volume=2;issue=2;spage=73;epage=81;aulast=Ghofrani

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http://www.jmss.mui.ac.ir/article.asp?issn=2228-7477;year=2012;volume=2;issue=2;spage=73;epage=81;aulast=Ghofrani

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