A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound

A Stanziola, SR Arridge, BT Cox, BE Treeby - Journal of computational …, 2021 - Elsevier
Transcranial ultrasound therapy is increasingly used for the non-invasive treatment of brain
disorders. However, conventional numerical wave solvers are currently too computationally …

Physics-informed neural networks for transcranial ultrasound wave propagation

L Wang, H Wang, L Liang, J Li, Z Zeng, Y Liu - Ultrasonics, 2023 - Elsevier
Transcranial ultrasound imaging has been playing an increasingly important role in the non-
invasive treatment of brain disorders. However, the conventional mesh-based numerical …

[HTML][HTML] Benchmark problems for transcranial ultrasound simulation: Intercomparison of compressional wave models

JF Aubry, O Bates, C Boehm, K Butts Pauly… - The Journal of the …, 2022 - pubs.aip.org
Computational models of acoustic wave propagation are frequently used in transcranial
ultrasound therapy, for example, to calculate the intracranial pressure field or to calculate …

Classical and learned MR to pseudo-CT mappings for accurate transcranial ultrasound simulation

M Miscouridou, JA Pineda-Pardo… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Model-based treatment planning for transcranial ultrasound therapy typically involves
mapping the acoustic properties of the skull from an X-ray computed tomography (CT) image …

Comparison between ray-tracing and full-wave simulation for transcranial ultrasound focusing on a clinical system using the transfer matrix formalism

T Bancel, A Houdouin, P Annic… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Only one high-intensity focused ultrasound device has been clinically approved for
transcranial brain surgery at the time of writing. The device operates within 650 and 720 kHz …

Transducer modeling for accurate acoustic simulations of transcranial focused ultrasound stimulation

C Pasquinelli, H Montanaro, HJ Lee… - Journal of neural …, 2020 - iopscience.iop.org
Objective. Low-intensity transcranial ultrasound stimulation (TUS) is emerging as non-
invasive brain stimulation technique with superior spatial resolution and the ability to reach …

[HTML][HTML] Multivariable-incorporating super-resolution residual network for transcranial focused ultrasound simulation

M Shin, Z Peng, HJ Kim, SS Yoo, K Yoon - Computer Methods and …, 2023 - Elsevier
Background and objective: Transcranial focused ultrasound (tFUS) has emerged as a new
non-invasive brain stimulation (NIBS) modality, with its exquisite ability to reach deep brain …

Transcranial ultrasound simulations: A review

C Angla, B Larrat, J Gennisson, S Chatillon - Medical Physics, 2023 - Wiley Online Library
Transcranial ultrasound is more and more used for therapy and imaging of the brain.
However, the skull is a highly attenuating and aberrating medium, with different structures …

The impact of CT image parameters and skull heterogeneity modeling on the accuracy of transcranial focused ultrasound simulations

H Montanaro, C Pasquinelli, HJ Lee… - Journal of Neural …, 2021 - iopscience.iop.org
Objective. Low-intensity transcranial ultrasound stimulation (TUS) is a promising non-
invasive brain stimulation (NIBS) technique. TUS can reach deeper areas and target smaller …

[HTML][HTML] Stride: A flexible software platform for high-performance ultrasound computed tomography

C Cueto, O Bates, G Strong, J Cudeiro… - Computer methods and …, 2022 - Elsevier
Background and objective: Advanced ultrasound computed tomography techniques like full-
waveform inversion are mathematically complex and orders of magnitude more …