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dc.contributor.authorMononen, Tommi
dc.contributor.authorKujala, Jan
dc.contributor.authorLiljeström, Mia
dc.contributor.authorLeppäaho, Eemeli
dc.contributor.authorKaski, Samuel
dc.contributor.authorSalmelin, Riitta
dc.date.accessioned2022-11-22T12:50:59Z
dc.date.available2022-11-22T12:50:59Z
dc.date.issued2022
dc.identifier.citationMononen, T., Kujala, J., Liljeström, M., Leppäaho, E., Kaski, S., & Salmelin, R. (2022). The relationship between electrophysiological and hemodynamic measures of neural activity varies across picture naming tasks : A multimodal magnetoencephalography-functional magnetic resonance imaging study. <i>Frontiers in Neuroscience</i>, <i>16</i>, Article 1019572. <a href="https://doi.org/10.3389/fnins.2022.1019572" target="_blank">https://doi.org/10.3389/fnins.2022.1019572</a>
dc.identifier.otherCONVID_160132324
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/84027
dc.description.abstractDifferent neuroimaging methods can yield different views of task-dependent neural engagement. Studies examining the relationship between electromagnetic and hemodynamic measures have revealed correlated patterns across brain regions but the role of the applied stimulation or experimental tasks in these correlation patterns is still poorly understood. Here, we evaluated the across-tasks variability of MEG-fMRI relationship using data recorded during three distinct naming tasks (naming objects and actions from action images, and objects from object images), from the same set of participants. Our results demonstrate that the MEG-fMRI correlation pattern varies according to the performed task, and that this variability shows distinct spectral profiles across brain regions. Notably, analysis of the MEG data alone did not reveal modulations across the examined tasks in the time-frequency windows emerging from the MEG-fMRI correlation analysis. Our results suggest that the electromagnetic-hemodynamic correlation could serve as a more sensitive proxy for task-dependent neural engagement in cognitive tasks than isolated within-modality measures.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherFrontiers Media SA
dc.relation.ispartofseriesFrontiers in Neuroscience
dc.rightsCC BY 4.0
dc.subject.othermultimodal data
dc.subject.otherdata fusion
dc.subject.otherfMRI
dc.subject.otherMEG
dc.subject.otherpicture naming
dc.subject.otherclustering
dc.subject.othercorrelation patterns
dc.titleThe relationship between electrophysiological and hemodynamic measures of neural activity varies across picture naming tasks : A multimodal magnetoencephalography-functional magnetic resonance imaging study
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202211225309
dc.contributor.laitosPsykologian laitosfi
dc.contributor.laitosDepartment of Psychologyen
dc.contributor.oppiainePsykologiafi
dc.contributor.oppiainePsychologyen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.relation.issn1662-4548
dc.relation.volume16
dc.type.versionpublishedVersion
dc.rights.copyright© 2022 Mononen, Kujala, Liljeström, Leppäaho, Kaski and Salmelin.
dc.rights.accesslevelopenAccessfi
dc.subject.ysoMEG
dc.subject.ysokorrelaatio
dc.subject.ysoaivotutkimus
dc.subject.ysoneurotieteet
dc.subject.ysotoiminnallinen magneettikuvaus
dc.subject.ysokuvantaminen
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p3329
jyx.subject.urihttp://www.yso.fi/onto/yso/p16706
jyx.subject.urihttp://www.yso.fi/onto/yso/p23705
jyx.subject.urihttp://www.yso.fi/onto/yso/p18502
jyx.subject.urihttp://www.yso.fi/onto/yso/p24211
jyx.subject.urihttp://www.yso.fi/onto/yso/p3532
dc.rights.urlhttps://creativecommons.org/licenses/by/4.0/
dc.relation.doi10.3389/fnins.2022.1019572
jyx.fundinginformationThis work was financially supported by the Academy of Finland (Finnish Center of Excellence in Computational Inference Research COIN and grants #292334, #294238 to SK; #255349, #315553 to RS; #257576 to JK; #286405 funding for TM), the Sigrid Jusélius Foundation (grant to RS), the Finnish Cultural Foundation (grant to ML), the Swedish Cultural Foundation in Finland (grant to ML), the Maud Kuistila Memorial Foundation (grant to ML), and Aalto Brain Center.
dc.type.okmA1


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