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 …

GraphVar: a user-friendly toolbox for comprehensive graph analyses of functional brain connectivity

JD Kruschwitz, D List, L Waller, M Rubinov… - Journal of neuroscience …, 2015 - Elsevier
Background Graph theory provides a powerful and comprehensive formalism of global and
local topological network properties of complex structural or functional brain connectivity …

Graph theoretical analysis of structural and functional connectivity MRI in normal and pathological brain networks

M Guye, G Bettus, F Bartolomei, PJ Cozzone - … Resonance Materials in …, 2010 - Springer
Graph theoretical analysis of structural and functional connectivity MRI data (ie. diffusion
tractography or cortical volume correlation and resting-state or task-related (effective) fMRI …

BRAPH: a graph theory software for the analysis of brain connectivity

M Mijalkov, E Kakaei, JB Pereira, E Westman, G Volpe… - PloS one, 2017 - journals.plos.org
The brain is a large-scale complex network whose workings rely on the interaction between
its various regions. In the past few years, the organization of the human brain network has …

Graph theoretical modeling of brain connectivity

Y He, A Evans - Current opinion in neurology, 2010 - journals.lww.com
The exciting research regarding graph theoretical analysis of brain connectivity yields truly
integrative and comprehensive descriptions of the structural and functional organization of …

A graph theory-based modeling of functional brain connectivity based on EEG: a systematic review in the context of neuroergonomics

LE Ismail, W Karwowski - Ieee Access, 2020 - ieeexplore.ieee.org
Graph theory analysis, a mathematical approach, has been applied in brain connectivity
studies to explore the organization of network patterns. The computation of graph theory …

Graph analysis of functional brain networks: practical issues in translational neuroscience

F de Vico Fallani, J Richiardi… - … Transactions of the …, 2014 - royalsocietypublishing.org
The brain can be regarded as a network: a connected system where nodes, or units,
represent different specialized regions and links, or connections, represent communication …

Predicting functional connectivity from structural connectivity via computational models using MRI: an extensive comparison study

A Messé, D Rudrauf, A Giron, G Marrelec - NeuroImage, 2015 - Elsevier
The relationship between structural connectivity (SC) and functional connectivity (FC) in the
human brain can be studied using magnetic resonance imaging (MRI). However many of the …

The UCLA multimodal connectivity database: a web-based platform for brain connectivity matrix sharing and analysis

JA Brown, JD Rudie, A Bandrowski… - Frontiers in …, 2012 - frontiersin.org
Brain connectomics research has rapidly expanded using functional MRI (fMRI) and
diffusion-weighted MRI (dwMRI). A common product of these varied analyses is a …

Reproducibility of graph-theoretic brain network metrics: a systematic review

T Welton, DA Kent, DP Auer, RA Dineen - Brain connectivity, 2015 - liebertpub.com
This systematic review aimed to assess the reproducibility of graph-theoretic brain network
metrics. Primary research studies of test-retest reliability conducted on healthy human …