Sensor Array Geometry Acquisition by Spherical Coil Array for OPM-Based MEG System

Precise determination of sensor array geometry is critical for accurate magnetic source localization in magnetoencephalography (MEG). This is particularly important for optically pumped atomic magnetometer (OPM)-based MEG systems since their sensor array configuration can be flexibly modified depend...

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Published in:IEEE sensors journal Vol. 25; no. 22; pp. 41200 - 41208
Main Authors: Adachi, Yoshiaki, Oyama, Daisuke, Uehara, Gen, Zaatiti, Hadi
Format: Journal Article
Language:English
Published: New York IEEE 15.11.2025
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:1530-437X, 1558-1748
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Abstract Precise determination of sensor array geometry is critical for accurate magnetic source localization in magnetoencephalography (MEG). This is particularly important for optically pumped atomic magnetometer (OPM)-based MEG systems since their sensor array configuration can be flexibly modified depending on the subject's head shape. In this study, we demonstrate, for the first time, that a spherical coil array-previously validated for superconducting quantum interference device (SQUID)-based MEG-can also be applied to OPM-based MEG systems. Using a dry-type MEG phantom equipped with 49 equivalent current dipoles (ECDs), we evaluated the sensor array geometry obtained with the spherical coil array. We compared it with that derived from the method originally implemented in the OPM-MEG system. To isolate geometry-related effects, we incorporated two procedures: template fitting for field extraction and a recursive coordinate system transformation. These procedures minimized uncertainties not associated with the sensor array geometry in the ECD estimation. The results show that spherical coil calibration reduced the variability in the positional displacement between estimated and assumed ECDs in close (on-scalp) recordings by approximately 50%, as confirmed by 95% credible intervals. In the far mode, improvements were present but less pronounced. These findings indicate that the spherical coil array calibration enhances OPM-MEG source estimation by providing more accurate orientations and sensitivities. As a result, OPM-MEG measurements become more reliable, enabling broader applications in research and clinical settings.
AbstractList Precise determination of sensor array geometry is critical for accurate magnetic source localization in magnetoencephalography (MEG). This is particularly important for optically pumped atomic magnetometer (OPM)-based MEG systems since their sensor array configuration can be flexibly modified depending on the subject’s head shape. In this study, we demonstrate, for the first time, that a spherical coil array—previously validated for superconducting quantum interference device (SQUID)-based MEG—can also be applied to OPM-based MEG systems. Using a dry-type MEG phantom equipped with 49 equivalent current dipoles (ECDs), we evaluated the sensor array geometry obtained with the spherical coil array. We compared it with that derived from the method originally implemented in the OPM-MEG system. To isolate geometry-related effects, we incorporated two procedures: template fitting for field extraction and a recursive coordinate system transformation. These procedures minimized uncertainties not associated with the sensor array geometry in the ECD estimation. The results show that spherical coil calibration reduced the variability in the positional displacement between estimated and assumed ECDs in close (on-scalp) recordings by approximately 50%, as confirmed by 95% credible intervals. In the far mode, improvements were present but less pronounced. These findings indicate that the spherical coil array calibration enhances OPM-MEG source estimation by providing more accurate orientations and sensitivities. As a result, OPM-MEG measurements become more reliable, enabling broader applications in research and clinical settings.
Author Uehara, Gen
Adachi, Yoshiaki
Oyama, Daisuke
Zaatiti, Hadi
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Cites_doi 10.1007/978-3-030-00087-5_78
10.1016/j.jneumeth.2015.05.004
10.1109/tim.2023.3265750
10.1109/tim.2023.3277096
10.1038/nature26147
10.1038/s41598-017-07046-6
10.2478/caim-2019-0005
10.1109/lmag.2025.3560886
10.1002/hbm.24795
10.1109/tim.2022.3216411
10.1088/1361-6560/aa93d1
10.1007/s10548-018-0656-5
10.1109/tmag.1987.1064889
10.3390/s25072063
10.1093/comjnl/7.4.308
10.1109/tmag.2021.3080673
10.1109/IEMBS.1994.411802
10.3389/fnins.2023.1190310
10.1162/imag_a_00535
10.1016/j.neuroimage.2016.12.048
10.1016/0021-9290(94)00116-l
10.3390/s22083059
10.1103/revmodphys.65.413
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References ref13
ref15
ref14
ref11
ref10
ref2
ref1
ref17
ref16
Ilmoniemi (ref19) 1985
ref18
Pasquarelli (ref12) 2004; 94
ref24
ref23
ref25
ref20
ref22
Adachi (ref26) 2024; 37
ref21
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref4
  doi: 10.1007/978-3-030-00087-5_78
– ident: ref17
  doi: 10.1016/j.jneumeth.2015.05.004
– volume: 94
  year: 2004
  ident: ref12
  article-title: Calibration of a vector-MEG helmet system
  publication-title: Neurol. Clin. Neurophysiol.
– ident: ref15
  doi: 10.1109/tim.2023.3265750
– ident: ref10
  doi: 10.1109/tim.2023.3277096
– ident: ref3
  doi: 10.1038/nature26147
– ident: ref7
  doi: 10.1038/s41598-017-07046-6
– ident: ref13
  doi: 10.2478/caim-2019-0005
– ident: ref25
  doi: 10.1109/lmag.2025.3560886
– ident: ref6
  doi: 10.1002/hbm.24795
– ident: ref24
  doi: 10.1109/tim.2022.3216411
– ident: ref2
  doi: 10.1088/1361-6560/aa93d1
– ident: ref8
  doi: 10.1007/s10548-018-0656-5
– ident: ref20
  doi: 10.1109/tmag.1987.1064889
– ident: ref16
  doi: 10.3390/s25072063
– ident: ref18
  doi: 10.1093/comjnl/7.4.308
– ident: ref14
  doi: 10.1109/tmag.2021.3080673
– ident: ref11
  doi: 10.1109/IEMBS.1994.411802
– ident: ref9
  doi: 10.3389/fnins.2023.1190310
– ident: ref23
  doi: 10.1162/imag_a_00535
– ident: ref5
  doi: 10.1016/j.neuroimage.2016.12.048
– start-page: 82
  volume-title: Biomagnetism: Applications and Theory
  year: 1985
  ident: ref19
  article-title: The forward and inverse problem in the spherical model
– ident: ref21
  doi: 10.1016/0021-9290(94)00116-l
– ident: ref22
  doi: 10.3390/s22083059
– volume: 37
  start-page: 158
  year: 2024
  ident: ref26
  article-title: Calibration of whole-head magnetoencephalograph systems using large spherical coil array
  publication-title: J. Jpn. Biomagn. Bioelectromagn. Soc.
– ident: ref1
  doi: 10.1103/revmodphys.65.413
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Snippet Precise determination of sensor array geometry is critical for accurate magnetic source localization in magnetoencephalography (MEG). This is particularly...
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SubjectTerms Calibration
Coils
Coordinates
Dipoles
equivalent current dipole (ECD)
Geometry
Intelligent sensors
Magnetic field measurement
Magnetic fields
Magnetic sensors
Magnetoencephalography
magnetoencephalography (MEG)
optically pumped atomic magnetometer (OPM)
phantom
Phantoms
Sensor arrays
Sensor systems
Sensors
Superconducting quantum interference devices
Title Sensor Array Geometry Acquisition by Spherical Coil Array for OPM-Based MEG System
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