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A quality-guided displacement tracking algorithm for ultrasonic elasticity imaging

机译:超声弹性成像的质量导向位移跟踪算法

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摘要

Displacement estimation is a key step in the evaluation of tissue elasticity by quasistatic strain imaging. An efficient approach may incorporate a tracking strategy whereby each estimate is initially obtained from its neighbours’ displacements and then refined through a localized search. This increases the accuracy and reduces the computational expense compared with exhaustive search. However, simple tracking strategies fail when the target displacement map exhibits complex structure. For example, there may be discontinuities and regions of indeterminate displacement caused by decorrelation between the pre- and post-deformation radio frequency (RF) echo signals. This paper introduces a novel displacement tracking algorithm, with a search strategy guided by a data quality indicator. Comparisons with existing methods show that the proposed algorithm is more robust when the displacement distribution is challenging.
机译:位移估计是通过准静态应变成像评估组织弹性的关键步骤。一种有效的方法可以结合跟踪策略,从而首先从邻居的位移中获得每个估计值,然后通过局部搜索进行完善。与穷举搜索相比,这提高了准确性并减少了计算费用。但是,当目标位移图显示复杂的结构时,简单的跟踪策略将失败。例如,可能存在由变形前和变形后的射频(RF)回波信号之间的去相关引起的不连续性和不确定的位移区域。本文介绍了一种新颖的位移跟踪算法,其搜索策略以数据质量指标为指导。与现有方法的比较表明,当位移分布具有挑战性时,所提出的算法更加健壮。

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