Yeung, Hon WahShen, XueyiStolicyn, AleksDe Nooij, LauraHarris, Mathew ARomaniuk, LianaBuchanan, Colin RWaiter, Gordon DSandu, Anca-LarisaMcNeil, Christopher JMurray, AlisonSteele, J DouglasCampbell, ArchiePorteous, DavidLawrie, Stephen MMcIntosh, Andrew MCox, Simon RSmith, Keith MWhalley, Heather C2022-08-132022-08-132021-09-30Yeung, 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.154230953-816XORCID: /0000-0002-5313-9845/work/98943290ORCID: /0000-0002-5555-4129/work/98943556ORCID: /0000-0003-4915-4847/work/98943567Jisc: beec72fcf6cd4da3aab40e2463ffb9ebhttps://hdl.handle.net/2164/19062Acknowledgement 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].231792017engSDG 3 - Good Health and Well-beingMajor Depressive DisorderCognitionMachine LearningClustering, Markov StabilityStructural NeuroimagingR MedicineWellcome Trust104036/Z/14/Z216767/Z/19/ZNational Institute for Health Research (NIHR)R01AG054628Chief Scientist Office (CSO)CZD/16/6Scottish Funding CouncilHR03006Other10279Medical Research Council (MRC)MR/K026992/1MR/R024065/1Biotechnology and Biological Sciences Research Council (BBSRC)RJournal article10.1111/ejn.15423http://www.scopus.com/inward/record.url?scp=85114014922&partnerID=8YFLogxK546