Assessing distinct patterns of cognitive aging using tissue-specific brain age prediction based on diffusion tensor imaging and brain morphometry

Assessing distinct patterns of cognitive aging using tissue-specific brain age prediction based on diffusion tensor imaging and brain morphometry

Multimodal imaging enables sensitive measures of the architecture and integrity of the human brain, but the high-dimensional nature of advanced brain imaging features poses inherent challenges for the analyses and interpretations. Multivariate age prediction reduces the dimensionality to one biologi...

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Bibliographic Details
Main Authors: Geneviève Richard, Knut Kolskår, Anne-Marthe Sanders, Tobias Kaufmann, Anders Petersen, Nhat Trung Doan, Jennifer Monereo Sánchez, Dag Alnæs, Kristine M. Ulrichsen, Erlend S. Dørum, Ole A. Andreassen, Jan Egil Nordvik, Lars T. Westlye
Format: Article
Language:English
Published: PeerJ Inc. 2018-11-01
Series:PeerJ
Subjects:
Machine learning
Brain age
Gray matter
White matter
DTI
T1
Online Access:https://peerj.com/articles/5908.pdf

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https://peerj.com/articles/5908.pdf

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