Homogeneous-Multiset-CCA-Based Brain Covariation and Contravariance Connectivity Network Modeling

Brain connectivity networks based on functional magnetic resonance imaging (fMRI) have expanded our understanding of brain functions in both healthy and diseased states. However, most current studies construct connectivity networks using averaged regional time courses with the strong assumption that...

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Veröffentlicht in:	IEEE transactions on neural systems and rehabilitation engineering 2023, Vol.31, p.3556-3565
Hauptverfasser:	Ling, Qinrui, Liu, Aiping, Li, Yu, Mi, Taomian, Chan, Piu, Liu, Ying, Chen, Xun
Format:	Artikel
Sprache:	eng
Schlagworte:	Brain Brain connectivity networks Brain mapping Brain modeling Constraint modelling Correlation Correlation analysis Covariance matrices Diseases Estimation Functional magnetic resonance imaging Functionals Homogeneity Magnetic resonance imaging Movement disorders multiset canonical correlation analysis Networks Neural networks Neurodegenerative diseases Neuroimaging Parkinson's disease Reliability
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