DocumentCode :
129708
Title :
A new ultrasound imaging indicator for vulnerability evaluatation of carotid atherosclerotic plaques
Author :
Lingyun Huang ; Qiong He ; Xihai Zhao ; Manwei Huang ; Jianwen Luo
Author_Institution :
Healthcare Dept., Philips Res. China, Shanghai, China
fYear :
2014
fDate :
3-6 Sept. 2014
Firstpage :
5
Lastpage :
8
Abstract :
Rupture of atherosclerotic plaques is the key factor leading to ischemic stroke. In conventional ultrasound, B-mode imaging and/or color flow/pulsed wave Doppler can be used to evaluate the stenosis of blood vessels but not the vulnerability of plaques. In this paper, we propose an ultrasound strain rate imaging based indicator called mean maximum strain rate (MMSR) to evaluate the vulnerability of carotid atherosclerotic plaques validated using multi-sequence magnetic resonance (MR) imaging characterization. This indicator was tested on 47 plaques from 34 human subjects. Statistical significance was found (p=0.01) between stable plaques and vulnerable plaques. The sensitivity and specificity at the cost effective point of receiver operating characteristic (ROC) curve is 76% and 81%, respectively. This indicator is shown to be effective in evaluating the vulnerability of carotid atherosclerotic plaques.
Keywords :
biomedical MRI; biomedical ultrasonics; blood vessels; diseases; image sequences; medical image processing; sensitivity analysis; statistical analysis; B-mode imaging; blood vessel stenosis evaluation; carotid atherosclerotic plaques; color flow Doppler; ischemic stroke; mean maximum strain rate; multisequence magnetic resonance imaging characterization; pulsed wave Doppler; receiver operating characteristic curve; rupture; statistical analysis; ultrasound strain rate imaging; Atherosclerosis; Biomedical imaging; Blood vessels; Image segmentation; Strain; Ultrasonic imaging; MR validation; atherosclerotic plaque; strain rate imaging; ultrasound;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ultrasonics Symposium (IUS), 2014 IEEE International
Conference_Location :
Chicago, IL
Type :
conf
DOI :
10.1109/ULTSYM.2014.0002
Filename :
6932166
Link To Document :
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