DocumentCode :
150282
Title :
A new approach for coronary plaque layer analysis based on IVUS
Author :
Sridevi, S. ; Sundaresan, M.
Author_Institution :
Dept. of Inf. Technol., Bharathiar Univ., Coimbatore, India
fYear :
2014
fDate :
5-7 March 2014
Firstpage :
490
Lastpage :
494
Abstract :
Coronary Heart Artery Disease (CHAD) is currently the leading cause of death in the world. The heart artery plaque layer analysis is still an open problem as no appropriate solution has been discovered yet. IVUS (IntraVascular Ultrasound Image) is one of the medical imaging techniques based on the sound waves produces the vessel cross sectional images of blood vessels that provide the quantitative and qualitative assessment of the vascular wall information about the nature of atherosclerosis lesions as well as plaque size and shape. The proposed work involves to extracting the vessel wall and lumen boundaries from the cross sectional images and also find out the plaque layer component using contour energy minimization method. That can be iteratively selects the image features for the analysis of plaque layer. In this system involves contour refinement task, which can accurately extract the object information in the sense of plaque.
Keywords :
biomedical ultrasonics; blood vessels; cardiology; diseases; feature extraction; medical image processing; CHAD; IVUS; atherosclerosis lesions; blood vessel cross sectional images; contour energy minimization method; contour refinement task; coronary heart artery disease; coronary plaque layer analysis; heart artery plaque layer analysis; intravascular ultrasound image; lumen boundaries extraction; medical imaging techniques; object information extraction; sound waves; vascular wall information; vessel wall extraction; Active contours; Arteries; Feature extraction; Image edge detection; Minimization; Shape; Ultrasonic imaging; Arthrosclerosis; Blood vessels; Contour energy minimization method; Determination of the Layer; Energy Minimization; plaque layer analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing for Sustainable Global Development (INDIACom), 2014 International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-93-80544-10-6
Type :
conf
DOI :
10.1109/IndiaCom.2014.6828186
Filename :
6828186
Link To Document :
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