Leadfield Correction within a Two-Stage Champagne Framework for Head Motion Artifact Suppression in MEG

  • Chunhui Wang
  • , Wen Li
  • , Zhenfeng Gao
  • , Min Xiang
  • , Fuzhi Cao
  • , Nan An*
  • , Xiaolin Ning
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Head motion is a major interference source in magnetoencephalography (MEG). In MEG systems employing rigid, fixed sensor arrays, the immobility of the sensors combined with unconstrained head movement leads to mismatches between the leadfield and the actual head position. This spatial discrepancy significantly degrades both waveform fidelity and source localization accuracy. To address this issue, we propose a motion-informed leadfield correction approach: leadfield correction within the Two-Stage Champagne framework (LC-TSC). By dynamically correction the leadfield with the actual head position and mapping the estimated sources to a common reference head position, the method effectively compensates for distortions caused by motion-induced leadfield mismatch, thereby enabling direct suppression of motion artifacts at the source level. Simulation results demonstrate that LC-TSC substantially outperforms benchmark algorithms in both localization precision and waveform quality, offering a robust and feasible solution for motion-resilient analysis in fixed-array MEG systems.

Original languageEnglish
Title of host publicationICBRA 2025 - Proceedings of the 12th International Conference on Bioinformatics Research and Applications
PublisherAssociation for Computing Machinery, Inc
Pages65-70
Number of pages6
ISBN (Electronic)9798400715808
DOIs
StatePublished - 22 Dec 2025
Event2025 12th International Conference on Bioinformatics Research and Applications, ICBRA 2025 - Prague, Czech Republic
Duration: 19 Sep 202521 Sep 2025

Publication series

NameICBRA 2025 - Proceedings of the 12th International Conference on Bioinformatics Research and Applications

Conference

Conference2025 12th International Conference on Bioinformatics Research and Applications, ICBRA 2025
Country/TerritoryCzech Republic
CityPrague
Period19/09/2521/09/25

Keywords

  • Leadfield correction
  • MEG
  • Magnetoencephalography
  • Motion artifact suppression

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