Group Similarity Constraint Functional Brain Network Estimation for Mild Cognitive Impairment Classification

Group Similarity Constraint Functional Brain Network Estimation for Mild Cognitive Impairment Classification

Functional brain network (FBN) provides an effective biomarker for understanding brain activation patterns and a diagnostic criterion for neurodegenerative diseases detections. Unfortunately, it remains challenges to estimate the biologically meaningful or discriminative FBNs accurately, because of...

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Bibliographic Details
Main Authors: Xin Gao, Xiaowen Xu, Xuyun Hua, Peijun Wang, Weikai Li, Rui Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-03-01
Series:Frontiers in Neuroscience
Subjects:
functional brain network
functional magnetic resonance imaging
group similarity constraint
mild cognitive impairment
Pearson’s correlation
partial correlation
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.00165/full

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https://www.frontiersin.org/article/10.3389/fnins.2020.00165/full

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