Complex brain networks: graph theoretical analysis of structural and functional systems

E Bullmore, O Sporns - Nature reviews neuroscience, 2009 - nature.com
Recent developments in the quantitative analysis of complex networks, based largely on
graph theory, have been rapidly translated to studies of brain network organization. The …

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 …

Complex network measures of brain connectivity: uses and interpretations

M Rubinov, O Sporns - Neuroimage, 2010 - Elsevier
Brain connectivity datasets comprise networks of brain regions connected by anatomical
tracts or by functional associations. Complex network analysis—a new multidisciplinary …

Network-based statistic: identifying differences in brain networks

A Zalesky, A Fornito, ET Bullmore - Neuroimage, 2010 - Elsevier
Large-scale functional or structural brain connectivity can be modeled as a network, or
graph. This paper presents a statistical approach to identify connections in such a graph that …

A neuromarker of sustained attention from whole-brain functional connectivity

MD Rosenberg, ES Finn, D Scheinost… - Nature …, 2016 - nature.com
Although attention plays a ubiquitous role in perception and cognition, researchers lack a
simple way to measure a person's overall attentional abilities. Because behavioral …

Clinical applications of resting state functional connectivity

MD Fox, M Greicius - Frontiers in systems neuroscience, 2010 - frontiersin.org
During resting conditions the brain remains functionally and metabolically active. One
manifestation of this activity that has become an important research tool is spontaneous …

Brain graphs: graphical models of the human brain connectome

ET Bullmore, DS Bassett - Annual review of clinical psychology, 2011 - annualreviews.org
Brain graphs provide a relatively simple and increasingly popular way of modeling the
human brain connectome, using graph theory to abstractly define a nervous system as a set …

Comparing brain networks of different size and connectivity density using graph theory

BCM Van Wijk, CJ Stam, A Daffertshofer - PloS one, 2010 - journals.plos.org
Graph theory is a valuable framework to study the organization of functional and anatomical
connections in the brain. Its use for comparing network topologies, however, is not without …

Whole-brain anatomical networks: does the choice of nodes matter?

A Zalesky, A Fornito, IH Harding, L Cocchi, M Yücel… - Neuroimage, 2010 - Elsevier
Whole-brain anatomical connectivity in living humans can be modeled as a network with
diffusion-MRI and tractography. Network nodes are associated with distinct grey-matter …

Resting-state functional connectivity in neuropsychiatric disorders

M Greicius - Current opinion in neurology, 2008 - journals.lww.com
Resting-state functional connectivity in neuropsychiatric di... : Current Opinion in Neurology
Resting-state functional connectivity in neuropsychiatric disorders : Current Opinion in …