{"title":"Numerical Validation of mSOUND Using Fully Heterogeneous Skull Models","authors":"Jeffrey Bell;Lu Xu;Hong Chen;Yun Jing","doi":"10.1109/OJUFFC.2026.3677158","DOIUrl":null,"url":null,"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.","PeriodicalId":73301,"journal":{"name":"IEEE open journal of ultrasonics, ferroelectrics, and frequency control","volume":"6 ","pages":"80-89"},"PeriodicalIF":1.8000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11455209","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE open journal of ultrasonics, ferroelectrics, and frequency control","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/11455209/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/3/24 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.