Evidence map›Paper›PMID 41971001›Full record

ArticleIEEE open journal of ultrasonics, ferroelectrics, and frequency control2026

Numerical Validation of mSOUND Using Fully Heterogeneous Skull Models.

Jeffrey Bell, L U Xu, Hong Chen, Yun Jing

Abstract read
In one paragraph

Article in IEEE open journal of ultrasonics, ferroelectrics, and frequency control, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Jeffrey BellGraduate Program in Acoustics, Penn State University, State College, PA 16802 USA.ORCID 0009-0004-5876-9004
L U XuDepartment of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO 63130 USA.
Hong ChenDepartment of Biomedical Engineering and Neurosurgery, Washington University in St. Louis, St. Louis, MO 63130 USA.ORCID 0000-0003-1904-0857
Yun JingGraduate Program in Acoustics, Penn State University, State College, PA 16802 USA.ORCID 0000-0003-2960-5292

Funding

INNOVATIONS IN SHOCK WAVE LITHOTRIPSY TECHNOLOGYR01DK052985 · NIDDK · DUKE UNIVERSITY · PI ZHONG, PEI · 1997 to 2025
$6.1M
Focused ultrasound-enabled brain tumor liquid biopsy (FUS-LBx) supplementR01EB030102 · NIBIB · WASHINGTON UNIVERSITY · PI Hong Chen · 2020 to 2026
$4.3M
Sonobiopsy for Noninvasive Genetic Evaluation of Glioblastoma PatientsR01CA276174 · NCI · WASHINGTON UNIVERSITY · PI Hong Chen, Eric CLAUDE Leuthardt · 2023 to 2026
$2.6M
Toward an accuracy-efficiency balanced model for modeling high intensity focused ultrasoundR01EB025205 · NIBIB · PENNSYLVANIA STATE UNIVERSITY, THE · PI JING, YUN · 2018 to 2020
$955k
NCI NIH HHS R01 CA276174NIBIB NIH HHS R01 EB025205NIBIB NIH HHS R01 EB030102NIDDK NIH HHS R01 DK052985
6 · The paper itself

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.

Indexed as

focused ultrasoundmSOUNDtranscranial ultrasoundwave propagation

Identifiers

PMID41971001
PMCPMC13064427

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.