Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783605353219358720 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7612292 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mellorstephanie magneticfieldmappingandcorrectionformovingopmeg AT tierneytimm magneticfieldmappingandcorrectionformovingopmeg AT oneillgeorgec magneticfieldmappingandcorrectionformovingopmeg AT alexandernicholas magneticfieldmappingandcorrectionformovingopmeg AT seymourroberta magneticfieldmappingandcorrectionformovingopmeg AT holmesniall magneticfieldmappingandcorrectionformovingopmeg AT lopezjosed magneticfieldmappingandcorrectionformovingopmeg AT hillryanm magneticfieldmappingandcorrectionformovingopmeg AT botoelena magneticfieldmappingandcorrectionformovingopmeg AT reamolly magneticfieldmappingandcorrectionformovingopmeg AT robertsgillian magneticfieldmappingandcorrectionformovingopmeg AT leggettjames magneticfieldmappingandcorrectionformovingopmeg AT bowtellrichard magneticfieldmappingandcorrectionformovingopmeg AT brookesmatthewj magneticfieldmappingandcorrectionformovingopmeg AT maguireeleanora magneticfieldmappingandcorrectionformovingopmeg AT walkermatthewc magneticfieldmappingandcorrectionformovingopmeg AT barnesgarethr magneticfieldmappingandcorrectionformovingopmeg |