Optimal channel and feature selection for automatic prediction of functional brain age of preterm infant based on EEG

Optimal channel and feature selection for automatic prediction of functional brain age of preterm infant based on EEG

IntroductionApproximately 15 million premature infants are born each year, many of whom face risks of neurological impairments. Accurate assessment of brain maturity is crucial for timely intervention and treatment planning. Electroencephalography (EEG) is a noninvasive method commonly used for this...

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Bibliographic Details
Main Authors: Ling Li, Jiahui Li, Hui Wu, Yanping Zhao, Qinmei Liu, Hairong Zhang, Wei Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Neuroscience
Subjects:
preterm infants
functional brain age
EEG
channel selection
feature selection
SVR
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2025.1517141/full
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