Title
Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation.
Abstract
The selection of carotid atherosclerosis patients for surgery or stenting is a crucial task in atherosclerosis disease management. In order to select only those symptomatic cases who need surgery, we have, in this work, presented a computer-aided diagnostic technique to effectively classify symptomatic and asymptomatic plaques from B-mode ultrasound carotid images. We extracted several grayscale f...
Year
DOI
Venue
2013
10.1109/TIM.2012.2217651
IEEE Transactions on Instrumentation and Measurement
Keywords
Field
DocType
Feature extraction,Ultrasonic imaging,Gray-scale,Support vector machines,Indexes,Transforms,Training
Asymptomatic,Electronic engineering,Polynomial kernel,Artificial intelligence,Classifier (linguistics),Contextual image classification,Grayscale,Computer vision,Image texture,Support vector machine,Feature extraction,Radiology,Mathematics
Journal
Volume
Issue
ISSN
62
2
0018-9456
Citations 
PageRank 
References 
6
0.50
13
Authors
8
Name
Order
Citations
PageRank
Rajendra Acharya U14666296.34
M. Muthu Rama Krishnan21307.14
Subbhuraam Vinitha Sree348223.22
J. M. Sanches413214.57
Shoaib Shafique5514.46
Andrew Nicolaides615514.75
Luís Mendes Pedro7272.01
Jasjit S. Suri81754128.89