IEEE Trans Ultrason Ferroelectr Freq Control. 2017 Dec;64(12):1795-1804. doi: 10.1109/TUFFC.2017.2757600. Epub 2017 Sep 28.
Measurement of the maximum blood flow velocity is the primary means for determining the degree of carotid stenosis using ultrasound. The current standard for estimating the maximum velocity is pulsed-wave Doppler with manual angle correction, which is prone to error and interobserver variability. In addition, spectral broadening in the velocity spectra leads to overestimation of maximal velocities. In this paper, we propose to combine two velocity estimation methods to reduce the bias and variability in maximum velocity measurements. First, the direction of the blood flow is estimated using an aliasing-resistant least squares vector Doppler technique. Then, tracking Doppler is performed on the same data, using the direction of the vector Doppler estimate as the tracking direction. Simulations show that the method can estimate a maximum velocity of 2 m/s with accuracy 5% for beam-to-flow angles between 20° and 75°, and that the primary source of error is inaccuracy in the flow direction estimate from vector Doppler. Simulations of complex flow in a carotid bifurcation demonstrated that the combined technique provided spectral velocity profiles corresponding well with the true maximum velocity trace, and that the bias originating from the directional estimate was within 5% for all spatial points. A healthy volunteer and a volunteer with carotid artery stenosis were imaged, showing in vivo feasibility of the method, for high velocities and with beam-to-flow angles varying throughout the cardiac cycle.
使用超声测量最大血流速度是确定颈动脉狭窄程度的主要手段。目前,估计最大速度的标准是手动角度校正的脉冲波多普勒,这种方法容易出现误差和观察者间的可变性。此外,速度谱中的谱带增宽会导致最大速度的高估。在本文中,我们提出结合两种速度估计方法来减少最大速度测量中的偏差和可变性。首先,使用抗混叠最小二乘向量多普勒技术估计血流方向。然后,在同一数据上进行跟踪多普勒,将向量多普勒估计的方向用作跟踪方向。模拟结果表明,该方法可以在束流角度为 20°至 75°之间,以 5%的精度估计最大速度为 2m/s,并且误差的主要来源是向量多普勒的流向估计不准确。在颈动脉分叉处的复杂流动模拟中,组合技术提供的谱速度曲线与真实最大速度轨迹非常吻合,并且源自定向估计的偏差在所有空间点都在 5%以内。对健康志愿者和颈动脉狭窄志愿者进行了成像,结果表明该方法在整个心动周期内具有高速度和束流角度变化的体内可行性。