Early Screening of Children With Autism Spectrum Disorder Based on Electroencephalogram Signal Feature Selection With L1-Norm Regularization

Early Screening of Children With Autism Spectrum Disorder Based on Electroencephalogram Signal Feature Selection With L1-Norm Regularization

Early screening is vital and helpful for implementing intensive intervention and rehabilitation therapy for children with autism spectrum disorder (ASD). Research has shown that electroencephalogram (EEG) signals can reflect abnormal brain function of children with ASD, and screening with EEG signal...

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Bibliographic Details
Main Authors: Shixin Peng, Ruyi Xu, Xin Yi, Xin Hu, Lili Liu, Leyuan Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Human Neuroscience
Subjects:
early screening
autism spectrum disorder
electroencephalogram signal
feature selection
event-related potential
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2021.656578/full

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