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FreeSurfer version-shuffling can enhance brain age predictions

dc.contributor.authorKorbmacher, Max
dc.contributor.authorWestlye, Lars Tjelta
dc.contributor.authorMaximov, Ivan
dc.date.accessioned2024-12-04T08:56:49Z
dc.date.available2024-12-04T08:56:49Z
dc.date.created2024-08-27T13:23:56Z
dc.date.issued2024
dc.identifier.issn2666-9560
dc.identifier.urihttps://hdl.handle.net/11250/3168064
dc.description.abstractKey points • FreeSurfer version-dependent variability on brain age predictions is on average small when varying training-test splits. • FreeSurfer version differences can introduce variability in brain age dependent on the algorithm and individual differences. • The advantage of repeated random train-test splitting is highlighted. • Shuffling of FreeSurfer version-dependent data increases performance and generalizability of the brain age prediction model.en_US
dc.language.isoengen_US
dc.publisherElsevieren_US
dc.rightsNavngivelse 4.0 Internasjonal*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/deed.no*
dc.titleFreeSurfer version-shuffling can enhance brain age predictionsen_US
dc.typePeer revieweden_US
dc.typeJournal articleen_US
dc.description.versionpublishedVersionen_US
dc.source.pagenumber9en_US
dc.source.volume4en_US
dc.source.journalNeuroimage: Reportsen_US
dc.source.issue3en_US
dc.identifier.doi10.1016/j.ynirp.2024.100214
dc.identifier.cristin2289775
dc.source.articlenumber100214en_US
cristin.ispublishedtrue
cristin.fulltextoriginal
cristin.qualitycode1


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