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Fundamental performance assessment of 2-D myocardial elastography in a phased-array configuration

机译:相控阵配置中二维心肌弹性成像的基本性能评估

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Two-dimensional myocardial elastography, an RF-based, speckle-tracking technique, uses 1-D cross-correlation and recorrelation methods in a 2-D search, and can estimate and image the 2-D transmural motion and deformation of the myocardium so as to characterize the cardiac function. Based on a 3-D finite-element (FE) canine left-ventricular model, a theoretical framework was previously developed by our group to evaluate the estimation quality of 2-D myocardial elastography using a linear array. In this paper, an ultrasound simulation program, Field II, was used to generate the RF signals of a model of the heart in a phased-array configuration and under 3-D motion conditions; thus simulating a standard echocardiography exam. The estimation method of 2-D myocardial elastography was adapted for use with such a configuration. All elastographic displacements and strains were found to be in good agreement with the FE solutions, as indicated by the mean absolute error (MAE) between the two. The classified first and second principal strains approximated the radial and circumferential strains, respectively, in the phased-array configuration. The results at different sonographic signal-tonoise ratios (SNRs) showed that the MAEs of the axial, lateral, radial, and circumferential strains remained relatively constant when the SNRs was equal to or higher than 20 dB. The MAEs of the strain estimation were not significantly affected when the acoustic attenuation was included in the simulations. A significantly reduced number of scatterers could be used to speed up the simulation, without sacrificing the estimation quality.The proposed framework can further be used to assess the estimation quality, explore the theoretical limitation and investigate the effects of various parameters in 2-D myocardial elastography under more realistic conditions.
机译:二维心肌弹性成像是一种基于RF的斑点跟踪技术,它在二维搜索中使用了一维互相关和互相关方法,因此可以估算和成像二维经壁运动和心肌变形,因此以表征心功能。基于3-D有限元(FE)犬左心室模型,我们的研究小组先前开发了一个理论框架,以评估使用线性阵列对2-D心肌弹性成像的估计质量。在本文中,使用超声仿真程序Field II在相控阵配置中和3-D运动条件下生成心脏模型的RF信号。因此模拟了标准的超声心动图检查。二维心肌弹性成像的估计方法适用于这种配置。如两者之间的平均绝对误差(MAE)所示,发现所有弹性成像的位移和应变均与有限元解非常吻合。在相控阵配置中,分类的第一和第二主应变分别近似于径向和周向应变。在不同的超声信噪比(SNR)下的结果表明,当SNR等于或大于20 dB时,轴向,横向,径向和圆周应变的MAE保持相对恒定。当在模拟中包括声衰减时,应变估计的MAE不会受到显着影响。在不牺牲估计质量的前提下,可以使用大量减少的散射体来加快仿真速度。提出的框架可以进一步用于评估估计质量,探索理论局限性以及研究二维心肌中各种参数的影响在更现实的条件下进行弹性成像。

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