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Spectral Clustering Based on Structural Magnetic Resonance Imaging and its Relationship with Major Depressive Disorder and Cognitive Ability

dc.contributor.authorYeung, Hon Wah
dc.contributor.authorShen, Xueyi
dc.contributor.authorStolicyn, Aleks
dc.contributor.authorDe Nooij, Laura
dc.contributor.authorHarris, Mathew A
dc.contributor.authorRomaniuk, Liana
dc.contributor.authorBuchanan, Colin R
dc.contributor.authorWaiter, Gordon D
dc.contributor.authorSandu, Anca-Larisa
dc.contributor.authorMcNeil, Christopher J
dc.contributor.authorMurray, Alison
dc.contributor.authorSteele, J Douglas
dc.contributor.authorCampbell, Archie
dc.contributor.authorPorteous, David
dc.contributor.authorLawrie, Stephen M
dc.contributor.authorMcIntosh, Andrew M
dc.contributor.authorCox, Simon R
dc.contributor.authorSmith, Keith M
dc.contributor.authorWhalley, Heather C
dc.date.accessioned2022-08-13T23:07:23Z
dc.date.available2022-08-13T23:07:23Z
dc.date.issued2021-09-30
dc.identifier198924725
dc.identifiere7cbd720-6812-4a1f-bb4b-3b1f4ca81ab9
dc.identifier34390586
dc.identifier85114014922
dc.identifier000693184900001
dc.identifier.citationYeung , H W , Shen , X , Stolicyn , A , De Nooij , L , Harris , M A , Romaniuk , L , Buchanan , C R , Waiter , G D , Sandu , A-L , McNeil , C J , Murray , A , Steele , J D , Campbell , A , Porteous , D , Lawrie , S M , McIntosh , A M , Cox , S R , Smith , K M & Whalley , H C 2021 , ' Spectral Clustering Based on Structural Magnetic Resonance Imaging and its Relationship with Major Depressive Disorder and Cognitive Ability ' , European Journal of Neuroscience , vol. 54 , no. 6 , pp. 6281-6303 . https://doi.org/10.1111/ejn.15423en
dc.identifier.issn0953-816X
dc.identifier.otherORCID: /0000-0002-5313-9845/work/98943290
dc.identifier.otherORCID: /0000-0002-5555-4129/work/98943556
dc.identifier.otherORCID: /0000-0003-4915-4847/work/98943567
dc.identifier.otherJisc: beec72fcf6cd4da3aab40e2463ffb9eb
dc.identifier.urihttps://hdl.handle.net/2164/19062
dc.descriptionAcknowledgement This study was supported and funded by the Wellcome Trust Strategic Award “Stratifying Resilience and Depression Longitudinally” (STRADL) (Reference 104036/Z/14/Z), and was also supported by National Institutes of Health (NIH) research grant R01AG054628. Generation Scotland received core support from the Chief Scientist Office of the Scottish Government Health Directorates [CZD/16/6] and the Scottish Funding Council [HR03006] and is currently supported by the Wellcome Trust [216767/Z/19/Z]. The research was conducted using the UKB resource, with approved project number 10279, and the UKB imaging data was processed at the University of Edinburgh Centre for Cognitive Ageing and Cognitive Epidemiology (CCACE) (http://www.ccace.ed.ac.uk), part of the cross-council Lifelong Health and Wellbeing Initiative (MR/K026992/1). CCACE received funding from Biotechnology and Biological Sciences Research Council (BBSRC), Medical Research Council (MRC), and was also supported by Age UK as part of The Disconnected Mind project. Keith M. Smith was supported by Health Data Research UK, an initiative funded by UK Research and Innovation Councils, NIH Research (England) and the UK devolved administrations, and leading medical research charities. Simon R. Cox was supported by Age UK (Disconnected Mind project), the UK Medical Research Council [MRC: MR/R024065/1], and the US National Institutes of Health (NIH) [R01AG054628].en
dc.format.extent23
dc.format.extent1792017
dc.language.isoeng
dc.relation.ispartofEuropean Journal of Neuroscienceen
dc.subjectSDG 3 - Good Health and Well-beingen
dc.subjectMajor Depressive Disorderen
dc.subjectCognitionen
dc.subjectMachine Learningen
dc.subjectClustering, Markov Stabilityen
dc.subjectStructural Neuroimagingen
dc.subjectR Medicineen
dc.subjectWellcome Trusten
dc.subject104036/Z/14/Zen
dc.subject216767/Z/19/Zen
dc.subjectNational Institute for Health Research (NIHR)en
dc.subjectR01AG054628en
dc.subjectChief Scientist Office (CSO)en
dc.subjectCZD/16/6en
dc.subjectScottish Funding Councilen
dc.subjectHR03006en
dc.subjectOtheren
dc.subject10279en
dc.subjectMedical Research Council (MRC)en
dc.subjectMR/K026992/1en
dc.subjectMR/R024065/1en
dc.subjectBiotechnology and Biological Sciences Research Council (BBSRC)en
dc.subject.lccRen
dc.titleSpectral Clustering Based on Structural Magnetic Resonance Imaging and its Relationship with Major Depressive Disorder and Cognitive Abilityen
dc.typeJournal articleen
dc.contributor.institutionUniversity of Aberdeen.Aberdeen Biomedical Imaging Centreen
dc.contributor.institutionUniversity of Aberdeen.Institute of Medical Sciencesen
dc.contributor.institutionUniversity of Aberdeen.Applied Medicineen
dc.description.statusPeer revieweden
dc.identifier.doi10.1111/ejn.15423
dc.date.embargoedUntil2022-08-14
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85114014922&partnerID=8YFLogxKen


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