Multimodal brain-age prediction and cardiovascular risk: the Whitehall II MRI sub-study

Multimodal brain-age prediction and cardiovascular risk: the Whitehall II MRI sub-study

Brain age is becoming a widely applied imaging-based biomarker of neural aging and potential proxy for brain integrity and health. We estimated multimodal and modality-specific brain age in the Whitehall II (WHII) MRI cohort using machine learning and imaging-derived measures of gray matter (GM) mor...

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Bibliografiske detaljer
Main Authors:	de Lange, A-MG, Anatürk, M, Suri, S, Kaufmann, T, Cole, JH, Griffanti, L, Zsoldos, E, Jensen, DEA, Filippini, N, Singh-Manoux, A, Kivimäki, M, Westlye, LT, Ebmeier, KP
Format:	Journal article
Sprog:	English
Udgivet:	Elsevier 2020

Lignende værker

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Development and validation of a dementia risk score in the UK Biobank and Whitehall II cohorts
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af: de Lange, A-M, et al.
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af: Bordin, V, et al.
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af: Allan, C, et al.
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af: Jansen, MG, et al.
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af: Zsoldos, E, et al.
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af: Jensen, DEA, et al.
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Study protocol: the Whitehall II imaging sub-study
af: Filippini, N, et al.
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af: Anaturk, M, et al.
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Timing of onset of cognitive decline: Results from Whitehall II prospective cohort study
af: Singh-Manoux, A, et al.
Udgivet: (2012)

Timing of onset of cognitive decline: results from Whitehall II prospective cohort study.
af: Singh-Manoux, A, et al.
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Peripheral DNA methylation, cognitive decline and brain ageing: Pilot findings from the Whitehall II Imaging Study
af: Chouliaras, L, et al.
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af: de Lange, A-MG, et al.
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af: Sabia, S, et al.
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af: Anaturk, M, et al.
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af: Zitser, J, et al.
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af: Ebmeier, K
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af: de Lange, A-MG, et al.
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af: Topiwala, A, et al.
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af: Zsoldos, E
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af: Topiwala, A, et al.
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af: Griffanti, L, et al.
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af: Jensen, DEA, et al.
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af: Melazzini, L, et al.
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af: Batty, G, et al.
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af: Suri, S, et al.
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af: Patel, R, et al.
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