Ayu-Characterization of healthy aging from neuroimaging data with deep learning and rsfMRI

Ayu-Characterization of healthy aging from neuroimaging data with deep learning and rsfMRI

Estimating brain age and establishing functional biomarkers that are prescient of cognitive declines resulting from aging and different neurological diseases are still open research problems. Functional measures such as functional connectivity are gaining interest as potentially more subtle markers...

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Bibliographic Details
Main Authors: Kushal Borkar, Anusha Chaturvedi, P. K. Vinod, Raju Surampudi Bapi
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Computational Neuroscience
Subjects:
rs-fMRI
attention
static functional connectivity matrix
age estimation
interpretability
classification
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2022.940922/full

Internet

https://www.frontiersin.org/articles/10.3389/fncom.2022.940922/full

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