title: The Importance of Properly Compensating for Head Movements During MEG Acquisition Across Different Age Groups.
abstract: Unlike EEG sensors, which are attached to the head, MEG sensors are located outside the head surface on a fixed external device. Subject head movements during acquisition thus distort the magnetic field distributions measured by the sensors. Previous studies have looked at the effect of head movements, but no study has comprehensively looked at the effect of head movements across age groups, particularly in infants. Using MEG recordings from subjects ranging in age from 3 months through adults, here we first quantify the variability in head position as a function of age group. We then combine these measured head movements with brain activity simulations to determine how head movements bias source localization from sensor magnetic fields measured during movement. We find that large amounts of head movement, especially common in infant age groups, can result in large localization errors. We then show that proper application of head movement compensation techniques can restore localization accuracy to pre-movement levels. We also find that proper noise covariance estimation (e.g., during the baseline period) is important to minimize localization bias following head movement compensation. Our findings suggest that head position measurement during acquisition and compensation during analysis is recommended for researchers working with subject populations or age groups that could have substantial head movements. This is especially important in infant MEG studies.
authors.affiliation: Institute for Learning & Brain Sciences, University of Washington, 1715 NE Columbia Road, Box 357988, Seattle, WA, 98195, USA.
authors.forename: Eric
authors.initials: E
authors.lastname: Larson
authors.affiliation: Institute for Learning & Brain Sciences, University of Washington, 1715 NE Columbia Road, Box 357988, Seattle, WA, 98195, USA. staulu@uw.edu.|Department of Physics, University of Washington, Seattle, USA. staulu@uw.edu.
authors.forename: Samu
authors.identifier: 0000-0001-6164-3366
authors.initials: S
authors.lastname: Taulu
mesh_terms: D000293:Adolescent; D000328:Adult; D000367:Age Factors; D001931:Brain Mapping / Q000379:methods*; D002648:Child; D002675:Child, Preschool; D005260:Female; D019416:Head Movements / Q000502:physiology*; D006801:Humans; D007223:Infant; D015225:Magnetoencephalography / Q000379:methods*; D008297:Male; D055815:Young Adult
keywords: Artifact correction; Brain development; Head movement; Magnetoencephalography; Movement compensation; Signal space separation