Parallel Three-Dimensional Simulation of Ultrasound Imaging

M. Daoud, J. Lacefield
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引用次数: 4

Abstract

Ultrasound imaging simulations provide an important tool in imaging research. However, realistic imaging simulations involve long execution times and require enormous computational resources that exceed the capabilities of serial computers. In this paper, we present a parallel three-dimensional ultrasound simulator that runs on computer clusters and uses a k-space method to compute acoustic propagation. The simulator achieved a mean error value of 0.57%, which demonstrates its numerical accuracy. Parallel computing enhanced the simulator efficiency by enabling imaging simulations with short execution times. For instance, the parallel execution time of a simulated ultrasound image using 20 cluster nodes was 18.61 hours compared to a serial execution time of 357.50 hours.
超声成像的平行三维模拟
超声成像仿真是影像学研究的重要工具。然而,真实的成像模拟需要很长的执行时间,并且需要大量的计算资源,超出了串行计算机的能力。在本文中,我们提出了一个并行的三维超声模拟器,它运行在计算机集群上,并使用k空间方法来计算声传播。仿真结果表明,仿真结果的平均误差为0.57%,具有较高的数值精度。并行计算通过在较短的执行时间内实现成像模拟,从而提高了模拟器的效率。例如,使用20个集群节点的模拟超声图像的并行执行时间为18.61小时,而串行执行时间为357.50小时。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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