Title :
Automatic measurement of carotid diameter and wall thickness in ultrasound images
Author :
Gutierrez, MA ; Pilon, PE ; Lage, SG ; Kopel, L. ; Carvalho, RT ; Furuie, SS
Author_Institution :
Heart Inst., Sao Paulo Univ., Brazil
Abstract :
Carotid vessel ultrasound imaging is a reliable noninvasive technique to measure the arterial morphology. Lumen Diameter (LD), intima-media thickness (IMT) of the far wall, and plaque presence can be reliably determined using B-mode ultrasound. In order to measure the carotid IMT as well as any other more complex quantitative indices of vessel morphology, it is necessary to identify lumen-intima and media-adventitia borders in the ultrasound images. In this paper we describe an automatic approach to measure LD and IMT based on an active contour technique improved by a multiresolution analysis. The measurements of LD and IMT were compared to manual tracing of the vessels border in terms of coefficients of variability (CV) and correlation (R). The results have shown that the method is a reliable and reproducible way of assessing the LD and far wall IMT in the carotid artery.
Keywords :
echocardiography; medical image processing; B-mode ultrasound; active contour technique; arterial morphology; carotid vessel ultrasound imaging; coefficients of correlation; coefficients of variability; intima-media thickness; lumen diameter; multiresolution analysis; plaque; ultrasound images; Active contours; Cardiology; Carotid arteries; Filters; Heart; Morphology; Multiresolution analysis; Thickness measurement; Ultrasonic imaging; Ultrasonic variables measurement;
Conference_Titel :
Computers in Cardiology, 2002
Print_ISBN :
0-7803-7735-4
DOI :
10.1109/CIC.2002.1166783