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首页> 外文期刊>IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control >Detection of tissue harmonic motion induced by ultrasonic radiation force using pulse-echo ultrasound and kalman filter
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Detection of tissue harmonic motion induced by ultrasonic radiation force using pulse-echo ultrasound and kalman filter

机译:使用脉冲回波超声和卡尔曼滤波器检测超声辐射力引起的组织谐波运动

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摘要

A method using pulse echo ultrasound and the Kalman filter is developed for detecting submicron harmonic motion induced by ultrasonic radiation force. The method estimates the amplitude and phase of the motion at desired locations within a tissue region with high sensitivity. The harmonic motion generated by the ultrasound radiation force is expressed as extremely small oscillatory Doppler frequency shifts in the fast time (A-line) of ultrasound echoes, which are difficult to estimate. In slow time (repetitive ultrasound echoes) of the echoes, the motion also is presented as oscillatory phase shifts, from which the amplitude and phase of the harmonic motion can be estimated with the least mean squared error by Kalman filter. This technique can be used to estimate the traveling speed of a harmonic shear wave by tracking its phase changes during propagation. The shear wave propagation speed can be used to solve for the elasticity and viscosity of tissue as reported in our earlier study. Validation and in vitro experiments indicate that the method provides excellent estimations for very small (submicron) harmonic vibrations and has potential for noninvasive and quantitative stiffness measurements of tissues such as artery
机译:开发了一种使用脉冲回波超声和卡尔曼滤波器的方法来检测超声辐射力引起的亚微米谐波运动。该方法以高灵敏度估计组织区域内期望位置处的运动的幅度和相位。由超声辐射力产生的谐波运动表示为超声回波的快速时间(A线)中极小的振荡多普勒频移,这很难估计。在回波的慢时间(重复超声回波)中,运动也以振荡相移的形式出现,由此可以通过卡尔曼滤波器以最小均方误差估算谐波运动的幅度和相位。该技术可用于通过跟踪谐波切变波在传播过程中的相位变化来估计其传播速度。如我们先前的研究报道,剪切波传播速度可用于解决组织的弹性和粘性。验证和体外实验表明,该方法可为非常小的(亚微米)谐波振动提供出色的估计,并且有可能用于无创和定量测量组织(如动脉)的刚度

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