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基于 GPU 的 Green 函数模拟在弹性和粘弹性模型中应用声辐射力产生的剪切波。

GPU-based Green's function simulations of shear waves generated by an applied acoustic radiation force in elastic and viscoelastic models.

机构信息

Department of Electrical and Computer Engineering, Michigan State University, 428 S. Shaw Lane, East Lansing, MI 48824, United States of America. This work was completed while this author was enrolled in the PhD program at Michigan State University.

出版信息

Phys Med Biol. 2018 May 15;63(10):10NT01. doi: 10.1088/1361-6560/aabe36.

Abstract

Shear wave calculations induced by an acoustic radiation force are very time-consuming on desktop computers, and high-performance graphics processing units (GPUs) achieve dramatic reductions in the computation time for these simulations. The acoustic radiation force is calculated using the fast near field method and the angular spectrum approach, and then the shear waves are calculated in parallel with Green's functions on a GPU. This combination enables rapid evaluation of shear waves for push beams with different spatial samplings and for apertures with different f/#. Relative to shear wave simulations that evaluate the same algorithm on an Intel i7 desktop computer, a high performance nVidia GPU reduces the time required for these calculations by a factor of 45 and 700 when applied to elastic and viscoelastic shear wave simulation models, respectively. These GPU-accelerated simulations also compared to measurements in different viscoelastic phantoms, and the results are similar. For parametric evaluations and for comparisons with measured shear wave data, shear wave simulations with the Green's function approach are ideally suited for high-performance GPUs.

摘要

在台式计算机上,由声辐射力引起的剪切波计算非常耗时,而高性能图形处理单元 (GPU) 可大大缩短这些模拟的计算时间。声辐射力是使用快速近场方法和角谱方法计算的,然后在 GPU 上使用格林函数并行计算剪切波。这种组合可快速评估具有不同空间采样的推束和不同 f/#的孔径的剪切波。与在 Intel i7 台式计算机上评估相同算法的剪切波模拟相比,对于弹性和粘弹性剪切波模拟模型,高性能 NVIDIA GPU 将这些计算所需的时间分别减少了 45 倍和 700 倍。这些 GPU 加速的模拟还与不同粘弹性体模中的测量结果进行了比较,结果相似。对于参数评估和与测量的剪切波数据的比较,使用格林函数方法的剪切波模拟非常适合高性能 GPU。

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