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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Bibliographic Details
Main Authors: Ann-Marie G. de Lange, Melis Anatürk, Sana Suri, Tobias Kaufmann, James H. Cole, Ludovica Griffanti, Enikő Zsoldos, Daria E.A. Jensen, Nicola Filippini, Archana Singh-Manoux, Mika Kivimäki, Lars T. Westlye, Klaus P. Ebmeier
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:NeuroImage
Subjects:
Multimodal MRI
Brain age prediction
Machine learning
Cardiovascular risk
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920307783

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http://www.sciencedirect.com/science/article/pii/S1053811920307783

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