Numerical Validation of mSOUND Using Fully Heterogeneous Skull Models

IF 1.8
Jeffrey Bell;Lu Xu;Hong Chen;Yun Jing
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Abstract

In this work, we present a wave solver incorporated into mSOUND, an open-source MATLAB toolbox for acoustic simulations. The solver achieves an accuracy-computational efficiency balance for acoustic simulations through strongly heterogeneous media. We demonstrate its usefulness in simulating transcranial focused ultrasound through fully heterogeneous skull models, in which each voxel is assigned a unique speed of sound, density, and absorption coefficient. We compare the solver’s computation times and accuracy against the widely-used full-wave solver k-Wave, achieving computational savings by two orders of magnitude while maintaining comparable accuracy, particularly in the focal region. To obtain a fully heterogeneous skull model, conversions from Hounsfield unit (HU) maps obtained via computed tomography (CT) scans to acoustic variables are needed. These conversions require a maximum speed of sound parameter to be assigned as a known input. In this work, we also investigate the effect changing this parameter has on the acoustic field as well as mSOUND’s accuracy relative to k-Wave. Over four skull samples and three maximum speeds of sound, our results indicate a decrease in focal pressure and increase in error for mSOUND in the focal region as the maximum speed of sound increases.
基于全异质颅骨模型的mSOUND数值验证
在这项工作中,我们提出了一个整合到mSOUND中的波求解器,mSOUND是一个用于声学模拟的开源MATLAB工具箱。求解器在强非均质介质的声学模拟中实现了精度与计算效率的平衡。我们证明了它在通过完全异质颅骨模型模拟经颅聚焦超声方面的有用性,其中每个体素被分配一个独特的声速、密度和吸收系数。我们将求解器的计算时间和精度与广泛使用的全波求解器k-Wave进行比较,在保持相当精度的同时,实现了两个数量级的计算节省,特别是在焦点区域。为了获得完全异构的颅骨模型,需要将通过计算机断层扫描(CT)获得的Hounsfield单元(HU)图转换为声学变量。这些转换需要指定最大声速参数作为已知输入。在这项工作中,我们还研究了改变该参数对声场的影响以及相对于k波的mSOUND精度。在四个颅骨样本和三个最大声速下,我们的结果表明,随着最大声速的增加,焦点区域的焦点压力降低,而mSOUND的误差增加。
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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