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 …

The trees and the forest: characterization of complex brain networks with minimum spanning trees

CJ Stam, P Tewarie, E Van Dellen… - International journal of …, 2014 - Elsevier
In recent years there has been a shift in focus from the study of local, mostly task-related
activation to the exploration of the organization and functioning of large-scale structural and …

The minimum spanning tree: an unbiased method for brain network analysis

P Tewarie, E van Dellen, A Hillebrand, CJ Stam - Neuroimage, 2015 - Elsevier
The brain is increasingly studied with graph theoretical approaches, which can be used to
characterize network topology. However, studies on brain networks have reported …

Spatiotemporal dynamics of continuum neural fields

PC Bressloff - Journal of Physics A: Mathematical and …, 2011 - iopscience.iop.org
We survey recent analytical approaches to studying the spatiotemporal dynamics of
continuum neural fields. Neural fields model the large-scale dynamics of spatially structured …

Functional and structural brain networks in epilepsy: what have we learned?

E van Diessen, SJH Diederen, KPJ Braun… - …, 2013 - Wiley Online Library
Brain functioning is increasingly seen as a complex interplay of dynamic neural systems that
rely on the integrity of structural and functional networks. Recent studies that have …

Minimum spanning tree based graph neural network for emotion classification using EEG

H Liu, J Zhang, Q Liu, J Cao - Neural Networks, 2022 - Elsevier
Emotion classification based on neurophysiology signals has been a challenging issue in
the literature. Recent neuroscience findings suggest that brain network structure underlying …

[HTML][HTML] Graph analysis of EEG resting state functional networks in dyslexic readers

GF González, MJW Van der Molen, G Žarić… - Clinical …, 2016 - Elsevier
Objective Neuroimaging research suggested a mixed pattern of functional connectivity
abnormalities in developmental dyslexia. We examined differences in the topological …

The directionality and functional organization of frontoparietal connectivity during consciousness and anesthesia in humans

UC Lee, S Kim, GJ Noh, BM Choi, E Hwang… - Consciousness and …, 2009 - Elsevier
Frontoparietal connectivity has been suggested to be important in conscious processing and
its interruption is thought to be one mechanism of general anesthesia. Data in animals …

Growing trees in child brains: graph theoretical analysis of electroencephalography-derived minimum spanning tree in 5-and 7-year-old children reflects brain …

M Boersma, DJA Smit, DI Boomsma… - Brain …, 2013 - liebertpub.com
The child brain is a small-world network, which is hypothesized to change toward more
ordered configurations with development. In graph theoretical studies, comparing network …

Functional brain network analysis using minimum spanning trees in Multiple Sclerosis: an MEG source-space study

P Tewarie, A Hillebrand, MM Schoonheim, BW van Dijk… - Neuroimage, 2014 - Elsevier
Abstract Cognitive dysfunction in Multiple Sclerosis (MS) is closely related to altered
functional brain network topology. Conventional network analyses to compare groups are …