Estimating brain age from structural MRI and MEG data: Insights from dimensionality reduction techniques

Estimating brain age from structural MRI and MEG data: Insights from dimensionality reduction techniques

Brain age prediction studies aim at reliably estimating the difference between the chronological age of an individual and their predicted age based on neuroimaging data, which has been proposed as an informative measure of disease and cognitive decline. As most previous studies relied exclusively on...

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Bibliographic Details
Main Authors: Alba Xifra-Porxas, Arna Ghosh, Georgios D. Mitsis, Marie-Hélène Boudrias
Format: Article
Language:English
Published: Elsevier 2021-05-01
Series:NeuroImage
Subjects:
Age prediction
Brain aging
Magnetic resonance imaging
Magnetoencephalography
Machine learning
Canonical correlation analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921000999

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http://www.sciencedirect.com/science/article/pii/S1053811921000999

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