Title | ||
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Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation. |
Abstract | ||
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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 U | 1 | 4666 | 296.34 |
M. Muthu Rama Krishnan | 2 | 130 | 7.14 |
Subbhuraam Vinitha Sree | 3 | 482 | 23.22 |
J. M. Sanches | 4 | 132 | 14.57 |
Shoaib Shafique | 5 | 51 | 4.46 |
Andrew Nicolaides | 6 | 155 | 14.75 |
Luís Mendes Pedro | 7 | 27 | 2.01 |
Jasjit S. Suri | 8 | 1754 | 128.89 |