An Effective Approach to Plaque Characterization in Ultrasound Images of Carotid Atherosclerosis
Journal: GRD Journal for Engineering (Vol.2, No. 5)Publication Date: 2017-04-01
Authors : M. Anthuvan Lydia; V. Ramya; J. Eindhumathy;
Page : 169-174
Keywords : Atherosclerosis; Carotid Ultrasound; Classification; Discrete Wavelet Transform (DWT); Support Vector Machine (SVM);
Abstract
Stroke is one of the most important causes of death in the world and the leading cause of serious, long-term disability. There is an urgent need for better techniques to diagnose patients at risk of stroke. In order to increase the accuracy of the diagnosis, parameters aiming to identify vulnerable lesions have been studied using 2D B-mode ultrasound (US) imaging. This survey intends to summarize the techniques for improvement of Ultrasonographic image quality, extraction of good features and system for plaque classification from ultrasound images using image processing is described. The proposed system involves A Plaque Characterization method that use Wavelet Transform that favors extraction of important ultrasound structure which is associated with several risk factors for atherosclerosis and to develop a system for asymptomatic and symptomatic classification of the atherosclerotic carotid plaque in ultrasound images of the carotid artery.
Citation: M. Anthuvan Lydia, Saranathan College of Engineering; V. Ramya ,Saranathan College of Engineering; J. Eindhumathy ,Saranathan College of Engineering. "An Effective Approach to Plaque Characterization in Ultrasound Images of Carotid Atherosclerosis." Global Research and Development Journal For Engineering 25 2017: 169 - 174.
Other Latest Articles
- 2D Contour Design and Analysis of the Divergent Portion of a Satellite Thruster Nozzle using MOC
- Review and Analysis of Spatial Channel Models in MIMO System
- Effects of estradiol benzoate injection to intact and castrated male rabbits on LH, FSH, testeosterone and prostate tissues
- The emerging disease occurrence of pet animals in Bangladesh
- A cross sectional study of Infectious Bursal Disease and Newcastle Disease in poultry in Narsingdi district of Bangladesh
Last modified: 2017-04-21 19:16:31