DocumentCode
3354113
Title
Detection of the intima and media walls of the carotid artery with geodesic active contours
Author
Bastida-Jumilla, M.C. ; Morales-Sánchez, J. ; Verdú-Monedero, R. ; Larrey-Ruiz, J. ; Sancho-Gómez, J.L.
Author_Institution
Dipt. Tecnol. de la Informacion y las Comun., Univ. Politec. de Cartagena, Murcia, Spain
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
2213
Lastpage
2216
Abstract
Arteriosclerosis is one of the most extended diseases of the arterial walls which may lead to serious heart disease. The intima-medial thickness (IMT) of the carotid artery has emerged as an early and reliable indicator of arteriosclerosis. It is measured using ultrasound B-scan. The IMT is still measured visually by the doctor. To solve all the problems related to the manual procedure employed, a segmentation of the image is presented. Thanks to this segmentation, the intima and media walls are better defined along all its length, allowing the extraction of more measurements like the mean, maximum or minimum IMT and even studying its evolution through time. To achieve this segmentation, different image processing techniques have been used, such as anisotropic diffusion or geodesic active contours. With the process here presented, the IMT calculated is comparable with that extracted by the specialist, but avoiding the drawbacks of a visual procedure.
Keywords
blood vessels; cardiology; differential geometry; diseases; image segmentation; medical image processing; ultrasonic applications; IMT; anisotropic diffusion; arterial walls; arteriosclerosis; carotid artery; geodesic active contours; heart disease; image processing techniques; image segmentation; intima-medial thickness detection; media wall detection; ultrasound B-scan; Active contours; Anisotropic magnetoresistance; Arteries; Biomedical imaging; Image edge detection; Image segmentation; Ultrasonic imaging; Segmentation; active contours; carotid artery; intima-media thickness; ultrasound image;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5652719
Filename
5652719
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