A within-subject voxel-wise constant-block partial least squares correlation method to explore MRI-based brain structure–function relationship

The brain structure–function relationship is crucial to how the human brain works under normal or diseased conditions. Exploring such a relationship is challenging when using the 3-dimensional magnetic resonance imaging (MRI) functional dataset which is temporal dynamic and the structural MRI which...

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Vydané v:	Cognitive neurodynamics Ročník 18; číslo 3; s. 813 - 827
Hlavní autori:	Zhao, Xiaoyu, Chen, Kewei, Wang, Hailing, Gao, Yufei, Ji, Xiangmin, Li, Yanping
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Dordrecht Springer Netherlands 01.06.2024 Springer Nature B.V
Predmet:	Artificial Intelligence Attention Behavior Biochemistry Biomedical and Life Sciences Biomedicine Brain Brain mapping Cognitive Psychology Computer Science Covariance Data analysis Datasets Functional anatomy Functional magnetic resonance imaging Hubs Least squares Magnetic resonance imaging Medical imaging Methods Neuroimaging Neurosciences Research Article Sensorimotor system Structure-function relationships Substantia grisea Functional magnetic resonance imaging Covariance structure–function network Partial least squares correlation Structural magnetic resonance imaging Structure–function relationship
ISSN:	1871-4080, 1871-4099
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