Improving the accuracy of shear wave speed reconstructions using 4D directional filters in the presence of reflection artifacts

S. Lipman, N. Rouze, M. Palmeri, K. Nightingale
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引用次数: 2

Abstract

Reflected waves from stiffness boundaries can lead to artifacts in shear wave speed (SWS) reconstructions. 2D directional filters are commonly used with planar imaging systems to reduce in-plane reflected waves; however SWS artifacts arise from both in and out-of imaging plane reflected waves. Herein, we quantify the reduction in image artifacts afforded by the use of volumetric SWS monitoring and 4D directional filters. A Gaussian acoustic radiation force impulse was simulated in a phantom with a Young's modulus (E) of 3 kPa with a 5 mm spherical lesion with E = 6, 12 or 18.75 kPa. 2D, 3D, and 4D directional filters were applied to the displacement profiles to reduce in and out-of-plane reflected wave artifacts. SWS images were reconstructed and RMS error and CNR were calculated for each image to evaluate the image accuracy and quality. Applying 3D directional filters as compared to 2D led to larger improvements in image accuracy and quality than the improvements seen using 4D directional filters over 3D. This improvement in image accuracy is significant because the processing of these data could be performed on displacement data from a traditional 1D linear array with reasonable computational time and resources. Although 4D directional filters can further reduce the impact of large magnitude out-of-plane reflection artifacts in SWS images, computational overhead and transducer costs may outweigh the modest improvements in image quality.
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在存在反射伪影的情况下,利用四维方向滤波器提高横波速度重建的精度
在剪切波速(SWS)重建中,来自刚度边界的反射波会导致伪影。二维方向滤波器通常用于平面成像系统,以减少面内反射波;然而,SWS伪影产生于成像平面内外的反射波。在这里,我们量化了使用体积SWS监测和4D定向滤波器所提供的图像伪影的减少。在杨氏模量(E)为3 kPa的模体中模拟高斯声辐射力脉冲,模量为5 mm的球形病灶E = 6、12或18.75 kPa。将2D、3D和4D方向滤波器应用于位移剖面,以减少面内和面外反射波伪影。重建SWS图像,计算每张图像的RMS误差和CNR,评价图像的精度和质量。与2D相比,使用3D方向过滤器在图像精度和质量方面的改进比使用4D方向过滤器在3D上的改进更大。这种图像精度的提高是显著的,因为这些数据的处理可以在传统1D线性阵列的位移数据上进行,并且具有合理的计算时间和资源。虽然4D方向滤波器可以进一步减少SWS图像中大幅度的面外反射伪影的影响,但计算开销和传感器成本可能超过图像质量的适度改善。
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