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Magnetic Field Mapping and Correction for Moving OP-MEG

BACKGROUND: Optically pumped magnetometers (OPMs) have made moving, wearable magnetoencephalography (MEG) possible. The OPMs typically used for MEG require a low background magnetic field to operate, which is achieved using both passive and active magnetic shielding. However, the background magnetic...

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Autores principales: Mellor, Stephanie, Tierney, Tim M., O’Neill, George C., Alexander, Nicholas, Seymour, Robert A., Holmes, Niall, López, José D., Hill, Ryan M., Boto, Elena, Rea, Molly, Roberts, Gillian, Leggett, James, Bowtell, Richard, Brookes, Matthew J., Maguire, Eleanor A., Walker, Matthew C., Barnes, Gareth R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7612292/
https://www.ncbi.nlm.nih.gov/pubmed/34324421
http://dx.doi.org/10.1109/TBME.2021.3100770
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author Mellor, Stephanie
Tierney, Tim M.
O’Neill, George C.
Alexander, Nicholas
Seymour, Robert A.
Holmes, Niall
López, José D.
Hill, Ryan M.
Boto, Elena
Rea, Molly
Roberts, Gillian
Leggett, James
Bowtell, Richard
Brookes, Matthew J.
Maguire, Eleanor A.
Walker, Matthew C.
Barnes, Gareth R.
author_facet Mellor, Stephanie
Tierney, Tim M.
O’Neill, George C.
Alexander, Nicholas
Seymour, Robert A.
Holmes, Niall
López, José D.
Hill, Ryan M.
Boto, Elena
Rea, Molly
Roberts, Gillian
Leggett, James
Bowtell, Richard
Brookes, Matthew J.
Maguire, Eleanor A.
Walker, Matthew C.
Barnes, Gareth R.
author_sort Mellor, Stephanie
collection PubMed
description BACKGROUND: Optically pumped magnetometers (OPMs) have made moving, wearable magnetoencephalography (MEG) possible. The OPMs typically used for MEG require a low background magnetic field to operate, which is achieved using both passive and active magnetic shielding. However, the background magnetic field is never truly zero Tesla, and so the field at each of the OPMs changes as the participant moves. This leads to position and orientation dependent changes in the measurements, which manifest as low frequency artefacts in MEG data. OBJECTIVE: We modelled the spatial variation in the magnetic field and used the model to predict the movement artefact found in a dataset. METHODS: We demonstrate a method for modelling this field with a triaxial magnetometer, then showed that we can use the same technique to predict the movement artefact in a real OPM-based MEG (OP-MEG) dataset. RESULTS: Using an 86-channel OP-MEG system, we found that this modelling method maximally reduced the power spectral density of the data by 27.8 ± 0.6 dB at 0 Hz, when applied over 5 s non-overlapping windows. CONCLUSION: The magnetic field inside our state-of-the art magnetically shielded room can be well described by low-order spherical harmonic functions. We achieved a large reduction in movement noise when we applied this model to OP-MEG data. SIGNIFICANCE: Real-time implementation of this method could reduce passive shielding requirements for OP-MEG recording and allow the measurement of low-frequency brain activity during natural participant movement.
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spelling pubmed-76122922022-02-01 Magnetic Field Mapping and Correction for Moving OP-MEG Mellor, Stephanie Tierney, Tim M. O’Neill, George C. Alexander, Nicholas Seymour, Robert A. Holmes, Niall López, José D. Hill, Ryan M. Boto, Elena Rea, Molly Roberts, Gillian Leggett, James Bowtell, Richard Brookes, Matthew J. Maguire, Eleanor A. Walker, Matthew C. Barnes, Gareth R. IEEE Trans Biomed Eng Article BACKGROUND: Optically pumped magnetometers (OPMs) have made moving, wearable magnetoencephalography (MEG) possible. The OPMs typically used for MEG require a low background magnetic field to operate, which is achieved using both passive and active magnetic shielding. However, the background magnetic field is never truly zero Tesla, and so the field at each of the OPMs changes as the participant moves. This leads to position and orientation dependent changes in the measurements, which manifest as low frequency artefacts in MEG data. OBJECTIVE: We modelled the spatial variation in the magnetic field and used the model to predict the movement artefact found in a dataset. METHODS: We demonstrate a method for modelling this field with a triaxial magnetometer, then showed that we can use the same technique to predict the movement artefact in a real OPM-based MEG (OP-MEG) dataset. RESULTS: Using an 86-channel OP-MEG system, we found that this modelling method maximally reduced the power spectral density of the data by 27.8 ± 0.6 dB at 0 Hz, when applied over 5 s non-overlapping windows. CONCLUSION: The magnetic field inside our state-of-the art magnetically shielded room can be well described by low-order spherical harmonic functions. We achieved a large reduction in movement noise when we applied this model to OP-MEG data. SIGNIFICANCE: Real-time implementation of this method could reduce passive shielding requirements for OP-MEG recording and allow the measurement of low-frequency brain activity during natural participant movement. 2022-02-01 2022-01-21 /pmc/articles/PMC7612292/ /pubmed/34324421 http://dx.doi.org/10.1109/TBME.2021.3100770 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/) International license.
spellingShingle Article
Mellor, Stephanie
Tierney, Tim M.
O’Neill, George C.
Alexander, Nicholas
Seymour, Robert A.
Holmes, Niall
López, José D.
Hill, Ryan M.
Boto, Elena
Rea, Molly
Roberts, Gillian
Leggett, James
Bowtell, Richard
Brookes, Matthew J.
Maguire, Eleanor A.
Walker, Matthew C.
Barnes, Gareth R.
Magnetic Field Mapping and Correction for Moving OP-MEG
title Magnetic Field Mapping and Correction for Moving OP-MEG
title_full Magnetic Field Mapping and Correction for Moving OP-MEG
title_fullStr Magnetic Field Mapping and Correction for Moving OP-MEG
title_full_unstemmed Magnetic Field Mapping and Correction for Moving OP-MEG
title_short Magnetic Field Mapping and Correction for Moving OP-MEG
title_sort magnetic field mapping and correction for moving op-meg
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7612292/
https://www.ncbi.nlm.nih.gov/pubmed/34324421
http://dx.doi.org/10.1109/TBME.2021.3100770
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