Title :
Media Thickness Measurement of the Common Carotid Artery
Author :
Loizou, C.P. ; Pattichis, C.S. ; Pantziaris, M. ; Nicolaides, A. ; Georgiou, N. ; Kyriakou, E.
Author_Institution :
Univ. of Cyprus, Nicosia
Abstract :
The intima-media thickness (IMT) of the common carotid artery (CCA) is widely used as an early indicator of the development of cardiovascular disease (CVD). It was proposed but not thoroughly investigated that the media thickness (MT), its composition and texture may be indicative for identifying the risk of stroke and differentiating between patients with high and low risk. In this study we present an automated method for segmentation of the media layer and measurement of its thickness in ultrasound images of the CCA. The snakes segmentation method was used, and was evaluated on 100 images against manual segmentation. The mean plusmn standard deviation (sd) for the manual and the automated IMT measurements were 0.71+0.17 mm and 0.67plusmn0.12 mm, and for the manual and the automated MT measurements were 0.25plusmn0.12 mm and 0.25plusmn0.11 mm respectively. There was no significant difference between the manual and the automated measurements. Further research for validating the proposed technique is required and for evaluating it in a larger sample of subjects.
Keywords :
biomedical ultrasonics; blood vessels; cardiovascular system; image segmentation; medical image processing; thickness measurement; ultrasonic imaging; cardiovascular disease; common carotid artery; image segmentation; intima-media thickness; media thickness measurement; snakes segmentation method; ultrasound images; Atherosclerosis; Cardiovascular diseases; Carotid arteries; Computer science; Image segmentation; Impedance; Measurement standards; Thickness measurement; Ultrasonic imaging; Ultrasonic variables measurement; Adult; Aged; Aged, 80 and over; Carotid Artery, Common; Equipment Design; Female; Humans; Male; Middle Aged; Reproducibility of Results; Risk; Stroke; Tunica Intima; Tunica Media; Ultrasonography;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352753