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Application of graph theory for identifying connectivity patterns in human brain networks: a systematic review
Background: Analysis of the human connectome using functional magnetic resonance
imaging (fMRI) started in the mid-1990s and attracted increasing attention in attempts to …
imaging (fMRI) started in the mid-1990s and attracted increasing attention in attempts to …
Small-world brain networks revisited
DS Bassett, ET Bullmore - The Neuroscientist, 2017 - journals.sagepub.com
It is nearly 20 years since the concept of a small-world network was first quantitatively
defined, by a combination of high clustering and short path length; and about 10 years since …
defined, by a combination of high clustering and short path length; and about 10 years since …
Map** neurotransmitter systems to the structural and functional organization of the human neocortex
Neurotransmitter receptors support the propagation of signals in the human brain. How
receptor systems are situated within macro-scale neuroanatomy and how they shape …
receptor systems are situated within macro-scale neuroanatomy and how they shape …
Multi-view spatial-temporal graph convolutional networks with domain generalization for sleep stage classification
Sleep stage classification is essential for sleep assessment and disease diagnosis.
Although previous attempts to classify sleep stages have achieved high classification …
Although previous attempts to classify sleep stages have achieved high classification …
EEG-based emotion recognition using regularized graph neural networks
Electroencephalography (EEG) measures the neuronal activities in different brain regions
via electrodes. Many existing studies on EEG-based emotion recognition do not fully exploit …
via electrodes. Many existing studies on EEG-based emotion recognition do not fully exploit …
Disrupted intrinsic functional brain topology in patients with major depressive disorder
Aberrant topological organization of whole-brain networks has been inconsistently reported
in studies of patients with major depressive disorder (MDD), reflecting limited sample sizes …
in studies of patients with major depressive disorder (MDD), reflecting limited sample sizes …
Local-global parcellation of the human cerebral cortex from intrinsic functional connectivity MRI
A central goal in systems neuroscience is the parcellation of the cerebral cortex into discrete
neurobiological “atoms”. Resting-state functional magnetic resonance imaging (rs-fMRI) …
neurobiological “atoms”. Resting-state functional magnetic resonance imaging (rs-fMRI) …
Gradients of structure–function tethering across neocortex
B Vázquez-Rodríguez, LE Suárez, RD Markello… - Proceedings of the …, 2019 - pnas.org
The white matter architecture of the brain imparts a distinct signature on neuronal
coactivation patterns. Interregional projections promote synchrony among distant neuronal …
coactivation patterns. Interregional projections promote synchrony among distant neuronal …
The physics of brain network structure, function and control
CW Lynn, DS Bassett - Nature Reviews Physics, 2019 - nature.com
The brain is characterized by heterogeneous patterns of structural connections supporting
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …
GRETNA: a graph theoretical network analysis toolbox for imaging connectomics
Recent studies have suggested that the brain's structural and functional networks (ie,
connectomics) can be constructed by various imaging technologies (eg, EEG/MEG; …
connectomics) can be constructed by various imaging technologies (eg, EEG/MEG; …