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 …

[HTML][HTML] Network neuroscience theory of human intelligence

AK Barbey - Trends in cognitive sciences, 2018 - cell.com
An enduring aim of research in the psychological and brain sciences is to understand the
nature of individual differences in human intelligence, examining the stunning breadth and …

[HTML][HTML] Functional brain networks are dominated by stable group and individual factors, not cognitive or daily variation

C Gratton, TO Laumann, AN Nielsen, DJ Greene… - Neuron, 2018 - cell.com
The organization of human brain networks can be measured by capturing correlated brain
activity with fMRI. There is considerable interest in understanding how brain networks vary …

Precision functional mapping of individual human brains

EM Gordon, TO Laumann, AW Gilmore, DJ Newbold… - Neuron, 2017 - cell.com
Human functional MRI (fMRI) research primarily focuses on analyzing data averaged across
groups, which limits the detail, specificity, and clinical utility of fMRI resting-state functional …

Linked dimensions of psychopathology and connectivity in functional brain networks

CH Xia, Z Ma, R Ciric, S Gu, RF Betzel… - Nature …, 2018 - nature.com
Neurobiological abnormalities associated with psychiatric disorders do not map well to
existing diagnostic categories. High co-morbidity suggests dimensional circuit-level …

Classification of contrasting discrete emotional states indicated by EEG based graph theoretical network measures

B Kılıç, S Aydın - Neuroinformatics, 2022 - Springer
The present study shows new findings that reveal the high association between emotional
arousal and neuro-functional brain connectivity measures. For this purpose, contrasting …

Modern network science of neurological disorders

CJ Stam - Nature Reviews Neuroscience, 2014 - nature.com
Modern network science has revealed fundamental aspects of normal brain-network
organization, such as small-world and scale-free patterns, hierarchical modularity, hubs and …

BrainNet Viewer: a network visualization tool for human brain connectomics

M Xia, J Wang, Y He - PloS one, 2013 - journals.plos.org
The human brain is a complex system whose topological organization can be represented
using connectomics. Recent studies have shown that human connectomes can be …

Network hubs in the human brain

MP Van den Heuvel, O Sporns - Trends in cognitive sciences, 2013 - cell.com
Virtually all domains of cognitive function require the integration of distributed neural activity.
Network analysis of human brain connectivity has consistently identified sets of regions that …

Small-world human brain networks: perspectives and challenges

X Liao, AV Vasilakos, Y He - Neuroscience & Biobehavioral Reviews, 2017 - Elsevier
Modelling the human brain as a complex network has provided a powerful mathematical
framework to characterize the structural and functional architectures of the brain. In the past …