Abnormal structural and functional network topological properties associated with left prefrontal, parietal, and occipital cortices significantly predict childhood TBI-related attention deficits: A semi-supervised deep learning study

Traumatic brain injury (TBI) is a major public health concern in children. Children with TBI have elevated risk in developing attention deficits. Existing studies have found that structural and functional alterations in multiple brain regions were linked to TBI-related attention deficits in children...

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Bibliographic Details

Published in:	Frontiers in neuroscience Vol. 17; p. 1128646
Main Authors:	Cao, Meng, Wu, Kai, Halperin, Jeffery M., Li, Xiaobo
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media S.A 02.03.2023
Subjects:	attention deficits diffusion tensor imaging functional magnetic resonance imaging graph theory Neuroscience pediatric traumatic brain injury autoencoder graph theory traumatic brain injury diffusion tensor imaging attention deficits functional magnetic resonance imaging semi-supervised deep learning technique pediatric
ISSN:	1662-453X, 1662-4548, 1662-453X
Online Access:	Get full text
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