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Cardiac Motion Estimation Using Ultrafast Ultrasound Imaging Tested in a Finite Element Model of Cardiac Mechanics

机译:使用超快速超声成像在心脏力学有限元模型中测试的心脏运动估计

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Recent developments in ultrafast ultrasound imaging allow accurate assessment of 3D cardiac deformation in cardiac phases with high deformation rates. This paper investigates the performance of a multiple spherical wave (SW) ultrasound transmission scheme in combination with a motion estimation algorithm for cardiac deformation assessment at high frame rates. Ultrasound element data of a realistically deforming 3D cardiac finite element model were simulated for a phased array transducer, transmitting five SWs (PRF 2500 Hz). After delay-and-sum beamforming, coherent compounding of multiple SW transmissions was performed to generate radiofrequency data (frame rate 500 Hz). Axial and lateral displacements were determined using a normalized cross-correlation-based technique. Good agreement was obtained between estimated and ground truth displacements derived from the model over the cardiac cycle. This study indicates that high frame rate displacement estimation using multiple SWs is feasible and serves as an important step towards high frame rate 3D cardiac deformation imaging.
机译:超快速超声成像的最新发展允许以高变形率准确评估心脏相位的3D心脏变形。本文研究了多球面(SW)超声传输方案结合运动估计算法在高帧频下进行心脏变形评估的性能。模拟了实际变形的3D心脏有限元模型的超声元素数据,用于相控阵换能器,可传输五个SW(PRF 2500 Hz)。在延迟和求和波束成形之后,执行了多个SW传输的相干合成,以生成射频数据(帧频500 Hz)。使用基于归一化互相关的技术确定轴向和横向位移。在整个心动周期中,从模型得出的估计位移与地面真实位移之间取得了良好的一致性。这项研究表明,使用多个软件进行高帧频位移估计是可行的,并且是迈向高帧频3D心脏变形成像的重要一步。

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