Lifespan brain age prediction based on multiple EEG oscillatory features and sparse group lasso

Lifespan brain age prediction based on multiple EEG oscillatory features and sparse group lasso

IntroductionThe neural dynamics underlying cognition and behavior change greatly during the lifespan of brain development and aging. EEG is a promising modality due to its high temporal resolution in capturing neural oscillations. Precise prediction of brain age (BA) based on EEG is crucial to scree...

Full description

Saved in:
Bibliographic Details
Main Authors: Shiang Hu, Xue Xiang, Xiaolong Huang, Yan Lu, Xulai Zhang, Dezhong Yao, Pedro A. Valdes-Sosa
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Aging Neuroscience
Subjects:
EEG
neural oscillation
brain age
sparse group LASSO
layerwise relevance propagation
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2025.1559067/full
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.frontiersin.org/articles/10.3389/fnagi.2025.1559067/full

Similar Items