Application of graph theory for identifying connectivity patterns in human brain networks: a systematic review
Background: Analysis of the human connectome using functional magnetic resonance
imaging (fMRI) started in the mid-1990s and attracted increasing attention in attempts to …
imaging (fMRI) started in the mid-1990s and attracted increasing attention in attempts to …
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 …
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …
[HTML][HTML] Multi-scale brain networks
RF Betzel, DS Bassett - Neuroimage, 2017 - Elsevier
The network architecture of the human brain has become a feature of increasing interest to
the neuroscientific community, largely because of its potential to illuminate human cognition …
the neuroscientific community, largely because of its potential to illuminate human cognition …
Machine learning in major depression: From classification to treatment outcome prediction
S Gao, VD Calhoun, J Sui - CNS neuroscience & therapeutics, 2018 - Wiley Online Library
Aims Major depression disorder (MDD) is the single greatest cause of disability and
morbidity, and affects about 10% of the population worldwide. Currently, there are no …
morbidity, and affects about 10% of the population worldwide. Currently, there are no …
BrainNet Viewer: a network visualization tool for human brain connectomics
The human brain is a complex system whose topological organization can be represented
using connectomics. Recent studies have shown that human connectomes can be …
using connectomics. Recent studies have shown that human connectomes can be …
Small-world human brain networks: perspectives and challenges
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 …
framework to characterize the structural and functional architectures of the brain. In the past …
The economy of brain network organization
E Bullmore, O Sporns - Nature reviews neuroscience, 2012 - nature.com
The brain is expensive, incurring high material and metabolic costs for its size—relative to
the size of the body—and many aspects of brain network organization can be mostly …
the size of the body—and many aspects of brain network organization can be mostly …
Functional network organization of the human brain
Real-world complex systems may be mathematically modeled as graphs, revealing
properties of the system. Here we study graphs of functional brain organization in healthy …
properties of the system. Here we study graphs of functional brain organization in healthy …
Neuroimaging in autism spectrum disorder: brain structure and function across the lifespan
C Ecker, SY Bookheimer, DGM Murphy - The Lancet Neurology, 2015 - thelancet.com
Over the past decade, in-vivo MRI studies have provided many invaluable insights into the
neural substrates underlying autism spectrum disorder (ASD), which is now known to be …
neural substrates underlying autism spectrum disorder (ASD), which is now known to be …
Test-retest reliabilities of resting-state FMRI measurements in human brain functional connectomics: a systems neuroscience perspective
XN Zuo, XX Xing - Neuroscience & Biobehavioral Reviews, 2014 - Elsevier
Resting-state functional magnetic resonance imaging (RFMRI) enables researchers to
monitor fluctuations in the spontaneous brain activities of thousands of regions in the human …
monitor fluctuations in the spontaneous brain activities of thousands of regions in the human …