High frame rate doppler ultrasound bandwidth imaging for flow instability mapping

被引:8
|
作者
Yiu, Billy Y. S. [1 ]
Chee, Adrian J. Y. [1 ]
Tang, Guo [2 ]
Luo, Wenbo [2 ]
Yu, Alfred C. H. [1 ]
机构
[1] Univ Waterloo, Schlegel Res Inst Aging, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
[2] Bioprober Corp, Seattle, WA 98004 USA
基金
加拿大健康研究院;
关键词
autoregressive modeling; Doppler bandwidth estimation; flow instability; high frame rate ultrasound; EIGEN-PROCESSING METHODS; BLOOD-FLOW; REGURGITANT JETS; FLUID-MECHANICS; DISTURBED FLOW; FILTER DESIGN; PULSED-WAVE; TURBULENCE; STENOSIS; PLAQUE;
D O I
10.1002/mp.13437
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
PurposeFlow instability has been shown to contribute to the risk of future cardiovascular and cerebrovascular events. Nonetheless, it is challenging to noninvasively detect and identify flow instability in blood vessels. Here, we present a new framework called Doppler ultrasound bandwidth imaging (DUBI) that uses high-frame-rate ultrasound and Doppler bandwidth analysis principles to assess flow instability within an image view. MethodsDoppler ultrasound bandwidth imaging seeks to estimate the instantaneous Doppler bandwidth based on autoregressive modeling at every pixel position of data frames acquired from high-frame-rate plane wave pulsing. This new framework is founded upon the principle that flow instability naturally gives rise to a wide range of flow velocities over a sample volume, and such velocity range in turn yields a larger Doppler bandwidth estimate. The ability for DUBI to map unstable flow was first tested over a range of fluid flow conditions (ranging from laminar to turbulent) with a nozzle-flow phantom. As a further demonstration, DUBI was applied to assess flow instability in healthy and stenosed carotid bifurcation phantoms. ResultsNozzle-flow phantom results showed that DUBI can effectively detect and visualize the difference in Doppler bandwidth magnitude (increased from 2.1 to 5.2kHz) at stable and unstable flow regions in an image view. Receiver operating characteristic analysis also showed that DUBI can achieve optimal sensitivity and specificity of 0.72 and 0.83, respectively. In the carotid phantom experiments, differences were observed in the spatiotemporal dynamics of Doppler bandwidth over a cardiac cycle. Specifically, as the degree of stenosis increased (from 50% to 75%), DUBI showed an increase in Doppler bandwidth magnitude from 1.4kHz in the healthy bifurcation to 7.7kHz at the jet tail located downstream from a 75% stenosis site, thereby indicating flow perturbation in the stenosed bifurcations. ConclusionDUBI can detect unstable flow. This new technique can provide useful hemodynamic information that may aid clinical diagnosis of atherosclerosis.
引用
收藏
页码:1620 / 1633
页数:14
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