Assessing suitability of ultra-low-field MRI for TES electric field models
Alexander R. GuilleniD, Yu HuangiD, Dennis Q. TruongiD, Niranjan KhadkaiD, Yishai ValteriD, Chris AbbottiD, Zhi‐De DengiD, Abhishek DattaiD
Abstract
ObjectiveRecent ultra-low-field (ULF) MRI systems provide an option for more accessible and cost-effective imaging to widely used higher field (HF, usually 3T) systems. However, it remains uncertain whether ULF scans can be used for reliable TES current-flow modeling as opposed to using 3T MRI. MethodsWe used raw anatomical scans of 23 healthy adults from 64 mT and 3T systems. We enhanced the 64 mT scans using SynthSR. Using our established current-flow modeling pipeline we determined the electric fields (EF) for the ULF and 3T scans induced by the classic M1-SO electrode montage. We quantified the differences in EF at three regions of interest (ROI): left motor cortex (LMC), anterior commissure (AC), and left hippocampus (LHC). ResultsAt the cortical ROI (LMC), the individual mean EF based on a 3T scan was found to be 27% higher than the corresponding ULF scan. The average mean relative error was found to be 40%. At AC, the individual mean EF based on a 3T scan continued to be elevated by about 13% in magnitude with respect to the corresponding ULF scan with a mean error range of 31-34%. At LHC, comparison of the induced individual mean EF magnitudes indicated no clear bias between 3T-based and ULF-based models. The average mean relative error at this level dropped to [~]20%. DiscussionThe substantial decrease in cortical EF when using an ULF scan is predominantly explained by the overestimation of cerebrospinal fluid (CSF) noted by prior morphological comparison studies. Scaling up EF magnitude to match predicted cortical values to a 3T scan may be considered depending on the modeling question being addressed. While preliminary, our results suggest an "equalizing" effect between ULF and 3T predictions with increasing depth within the brain.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Ultra-low-field brain MRI morphometry: test-retest reliability and correspondence to high-field MRI
František Váša, Carly Bennallick, … Steven Williams·Imaging NeurosciencePeer-reviewed·Jan 1, 2025
- Feasibility of Functional MRI at Ultralow Magnetic Field via Changes in Cerebral Blood Volume
Kai Buckenmaier, Anders Filsøe Pedersen, … Ben A. Inglis·NeuroImagePeer-reviewed·Oct 28, 2018
- Translational modelling of low and medium intensity transcranial magnetic stimulation from rodents to humans
Samuel J. Bolland, Maxim Goryachev, … Jennifer Rodger·bioRxiv·Apr 27, 2024
- Ultra-low-field paediatric MRI in low- and middle-income countries: super-resolution using a multi-orientation U-Net
Levente Baljer, Yiqi Zhang, … Rosalyn Moran·Human Brain MappingPeer-reviewed·Dec 30, 2024
- Deep learning super-resolution of paediatric ultra-low-field MRI without paired high-field scans
Ula Briski, Niall Bourke, … František Váša·Scientific ReportsPeer-reviewed·Aug 26, 2026
- Effects of transcranial focused ultrasound on human primary motor cortex using 7T fMRI
Leo Ai, Priya Bansal, … Wynn Legon·BMC NeurosciencePeer-reviewed·Sep 14, 2018