Application of graph theory for identifying connectivity patterns in human brain networks: a systematic review

FV Farahani, W Karwowski, NR Lighthall - frontiers in Neuroscience, 2019 - frontiersin.org
Background: Analysis of the human connectome using functional magnetic resonance
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 …

Map** neurotransmitter systems to the structural and functional organization of the human neocortex

JY Hansen, G Shafiei, RD Markello, K Smart… - Nature …, 2022 - nature.com
Neurotransmitter receptors support the propagation of signals in the human brain. How
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

Z Jia, Y Lin, J Wang, X Ning, Y He… - … on Neural Systems …, 2021 - ieeexplore.ieee.org
Sleep stage classification is essential for sleep assessment and disease diagnosis.
Although previous attempts to classify sleep stages have achieved high classification …

EEG-based emotion recognition using regularized graph neural networks

P Zhong, D Wang, C Miao - IEEE Transactions on Affective …, 2020 - ieeexplore.ieee.org
Electroencephalography (EEG) measures the neuronal activities in different brain regions
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

H Yang, X Chen, ZB Chen, L Li, XY Li… - Molecular …, 2021 - nature.com
Aberrant topological organization of whole-brain networks has been inconsistently reported
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 Schaefer, R Kong, EM Gordon, TO Laumann… - Cerebral …, 2018 - academic.oup.com
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) …

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 …

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 …

GRETNA: a graph theoretical network analysis toolbox for imaging connectomics

J Wang, X Wang, M **a, X Liao, A Evans… - Frontiers in human …, 2015 - frontiersin.org
Recent studies have suggested that the brain's structural and functional networks (ie,
connectomics) can be constructed by various imaging technologies (eg, EEG/MEG; …