Sensitivity of a 29-Channel MEG Source Montage

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorNenonen, Jukka
dc.contributor.authorHelle, Liisa
dc.contributor.authorJaiswal, Amit
dc.contributor.authorBock, Elizabeth
dc.contributor.authorIlle, Nicole
dc.contributor.authorBornfleth, Harald
dc.contributor.departmentDepartment of Neuroscience and Biomedical Engineeringen
dc.contributor.organizationMegin Oy
dc.contributor.organizationBESA GmbH
dc.date.accessioned2022-02-02T07:50:50Z
dc.date.available2022-02-02T07:50:50Z
dc.date.issued2022-01
dc.descriptionPublisher Copyright: © 2022 by the authors. Licensee MDPI, Basel, Switzerland.
dc.description.abstractIn this paper, we study the performance of a source montage corresponding to 29 brain regions reconstructed from whole-head magnetoencephalographic (MEG) recordings, with the aim of facilitating the review of MEG data containing epileptiform discharges. Test data were obtained by superposing simulated signals from 100-nAm dipolar sources to a resting state MEG recording from a healthy subject. Simulated sources were placed systematically to different cortical locations for defining the optimal regularization for the source montage reconstruction and for assessing the detectability of the source activity from the 29-channel MEG source montage. The signal-to-noise ratio (SNR), computed for each source from the sensor-level and source-montage signals, was used as the evaluation parameter. Without regularization, the SNR from the simulated sources was larger in the sensor-level signals than in the source montage reconstructions. Setting the regularization to 2% increased the source montage SNR to the same level as the sensor-level SNR, improving the detectability of the simulated events from the source montage reconstruction. Sources producing a SNR of at least 15 dB were visually detectable from the source-montage signals. Such sources are located closer than about 75 mm from the MEG sensors, in practice covering all areas in the grey matter. The 29-channel source montage creates more focal signals compared to the sensor space and can significantly shorten the detection time of epileptiform MEG discharges for focus localization.en
dc.description.versionPeer revieweden
dc.format.extent14
dc.format.mimetypeapplication/pdf
dc.identifier.citationNenonen, J, Helle, L, Jaiswal, A, Bock, E, Ille, N & Bornfleth, H 2022, 'Sensitivity of a 29-Channel MEG Source Montage', Brain Sciences, vol. 12, no. 1, 105, pp. 1-14. https://doi.org/10.3390/brainsci12010105en
dc.identifier.doi10.3390/brainsci12010105
dc.identifier.issn2076-3425
dc.identifier.otherPURE UUID: 6448a574-d4df-4b0a-b6e5-374d27fc684f
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/6448a574-d4df-4b0a-b6e5-374d27fc684f
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/78772949/Sensitivity_of_a_29_Channel_MEG_Source_Montage.pdf
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/112755
dc.identifier.urnURN:NBN:fi:aalto-202202021652
dc.language.isoenen
dc.publisherMDPI AG
dc.relation.ispartofseriesBrain Sciencesen
dc.relation.ispartofseriesVolume 12, issue 1, pp. 1-14en
dc.rightsopenAccessen
dc.subject.keywordEpilepsy data review
dc.subject.keywordMagnetoencephalography
dc.subject.keywordSource montage
dc.titleSensitivity of a 29-Channel MEG Source Montageen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion

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