Robust deep learning estimation of cortical bone porosity from MR T1-weighted images for individualized transcranial focused ultrasound planning DOI

Matthieu Dagommer,

Mohammad Daneshzand,

Aapo Nummemnaa

et al.

medRxiv (Cold Spring Harbor Laboratory), Journal Year: 2024, Volume and Issue: unknown

Published: July 18, 2024

Transcranial focused ultrasound (tFUS) is an emerging neuromodulation approach that has been demonstrated in animals but difficult to translate humans because of acoustic attenuation and scattering the skull. Optimal dose delivery requires subject-specific skull porosity estimates which traditionally done using CT. We propose a deep learning (DL) estimation from T1-weighted MRI images removes need for radiation-inducing CT scans.

Language: Английский

Performance of learned pseudo-CT in transcranial ultrasound simulations using fluid and solid skulls DOI
Ya Gao, Béatrice Lauber, Beat Werner

et al.

2017 IEEE International Ultrasonics Symposium (IUS), Journal Year: 2023, Volume and Issue: unknown, P. 1 - 3

Published: Sept. 3, 2023

Transcranial ultrasound (tUS) applications require accurate simulations to predict intracranial acoustic pressure. tUS are usually performed neglecting shear wave propagation in the skull (fluid skull) due its simplicity. Computed tomography (CT) head scans gold standard extract geometrical and material properties needed simulations. To minimize ionizing-radiation patients, pseudo-CT images obtained from magnetic resonance (MR) imaging by deep learning (DL) methods an attractive alternative CT. We built a U-net based neural network map MR CT simulated field generated 0.5 MHz transducer focused on cortex, propagating through fluid- or solid skull. At normal incidence, maximum error DL-simulated lies below 35% compared CT-simulation. However, at 40°of incidence predicted peak transcranial pressure increases up 60% skulls CT-simulated The smaller wavelength of waves is much more affected fine inner structure, which missing images. Thus, our findings suggest that DL-based not suitable for predicting fields arbitrary conditions should only be considered under strict incidence.

Language: Английский

Citations

1

The Effect of Transcranial Ultrasound Pulse Repetition Frequency on Sustained Inhibition in the Human Primary Motor Cortex: A Double-Blind, Sham-Controlled Study DOI
Ali K. Zadeh,

Hrishikesh Raghuram,

S.M. Shrestha

et al.

SSRN Electronic Journal, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

Background: Non-invasive brain stimulation techniques such as transcranial magnetic and direct current hold promise for inducing plasticity. However, their limited precision may hamper certain applications. In contrast, Transcranial Ultrasound Stimulation (TUS), known its deep targeting capabilities, requires further investigation to establish efficacy in producing enduring effects treating neurological psychiatric disorders.Objective: To investigate the of different pulse repetition frequencies (PRF) TUS on motor corticospinal excitability.Methods: T1-, T2-weighted, zero echo time resonance imaging scans were acquired from 21 neurologically healthy participants neuronavigation, skull reconstruction, performance ultrasound thermal modelling. The three PRFs (10, 100, 1000 Hz) with a constant duty cycle 10% excitability primary cortex assessed using TMS-induced evoked potentials (MEPs). Each PRF sham condition was evaluated separate days, measurements taken 5-, 30-, 60-minutes post-TUS.Results: A significant decrease MEP amplitude observed 10 Hz (p = 0.007), which persisted at least 30 minutes, 100 0.001), lasting over 60 minutes. no changes found conditions.Conclusion: This study highlights significance selection underscores potential non-invasive approach reduce excitability, offering valuable insights future clinical

Language: Английский

Citations

0

Model-Based Navigation of Transcranial Focused Ultrasound Neuromodulation in Humans: Application to Targeting of the Amygdala and Thalamus DOI
Bastien Guérin, Mohammad Daneshzand, Parker Kotlarz

et al.

Published: Jan. 1, 2024

Download This Paper Open PDF in Browser Add to My Library Share: Permalink Using these links will ensure access this page indefinitely Copy URL DOI

Language: Английский

Citations

0

Compensation for Aberrations When Focusing Ultrasound Through the Skull Based on CT and MRI Data DOI
D. D. Chupova, Pavel B. Rosnitskiy,

O. V. Solontsov

et al.

Acoustical Physics, Journal Year: 2024, Volume and Issue: 70(2), P. 288 - 298

Published: April 1, 2024

Language: Английский

Citations

0

Robust deep learning estimation of cortical bone porosity from MR T1-weighted images for individualized transcranial focused ultrasound planning DOI

Matthieu Dagommer,

Mohammad Daneshzand,

Aapo Nummemnaa

et al.

medRxiv (Cold Spring Harbor Laboratory), Journal Year: 2024, Volume and Issue: unknown

Published: July 18, 2024

Transcranial focused ultrasound (tFUS) is an emerging neuromodulation approach that has been demonstrated in animals but difficult to translate humans because of acoustic attenuation and scattering the skull. Optimal dose delivery requires subject-specific skull porosity estimates which traditionally done using CT. We propose a deep learning (DL) estimation from T1-weighted MRI images removes need for radiation-inducing CT scans.

Language: Английский

Citations

0