DocumentCode :
139987
Title :
Effects of key parameters on the accuracy and precision of local pulse wave velocity measurement by ultrasound imaging
Author :
Chengwu Huang ; Tianling Ren ; Jianwen Luo
Author_Institution :
Dept. of Biomed. Eng., Tsinghua Univ., Beijing, China
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
2877
Lastpage :
2880
Abstract :
Quantification of arterial stiffness, such as pulse wave velocity (PWV), is increasingly used in the risk assessment of cardiovascular disease. Pulse wave imaging (PWI) is an emerging ultrasound-based technique to noninvasively measure the local PWV, instead of the global PWV as in conventional methods. In PWI, several key parameters, including the frame rate, number of scan lines, image width and PWV, play an important but still unclear role in the accuracy and precision of PWV measurement. In this study, computer simulations were performed to investigate the fundamental effects of these parameters on the PWV estimation. By applying different time delays on the pre-obtained pulse waveform based on specific PWI parameters, the pulse wave propagation along the artery was simulated and the ultrasound RF signals were generated from a convolutional image formation model. The PWI technique was applied to calculate the PWV at different values of key parameters. The performance is evaluated by measuring the bias, standard deviation (SD) and coefficient of determination (R2) of the estimated PWVs. The results show that PWVs can be correctly measured when the frame rate is higher than a certain value, below which the estimated PWVs become inaccurate. The SD decreases while R2 increases with number of scan lines and image width, indicating a better performance of the PWV estimation with a larger number of scan lines and image width. A higher value of PWV is found to deteriorate the PWV estimation. The quantitative effects of the key parameters obtained from this study may provide important guidelines for optimization of PWI parameters in vivo.
Keywords :
biomechanics; biomedical ultrasonics; blood vessels; cardiovascular system; diseases; elastic constants; medical image processing; risk management; ultrasonic imaging; ultrasonic propagation; PWI parameter optimization; PWV measurement; arterial stiffness quantification; cardiovascular disease; computer simulations; convolutional image formation model; frame rate; image width; key parameters effects; local pulse wave velocity measurement accuracy; local pulse wave velocity measurement precision; preobtained pulse waveform; pulse wave propagation; risk assessment; scan lines; standard deviation; ultrasound RF signals; ultrasound imaging; ultrasound-based technique; Arteries; Estimation; Imaging; In vivo; Standards; Ultrasonic imaging; Ultrasonic variables measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944224
Filename :
6944224
Link To Document :
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