[HTML][HTML] 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 …

A cross-disorder connectome landscape of brain dysconnectivity

MP van den Heuvel, O Sporns - Nature reviews neuroscience, 2019 - nature.com
Many human brain disorders are associated with characteristic alterations in the structural
and functional connectivity of the brain. In this article, we explore how commonalities and …

Disease prediction using graph convolutional networks: application to autism spectrum disorder and Alzheimer's disease

S Parisot, SI Ktena, E Ferrante, M Lee, R Guerrero… - Medical image …, 2018 - Elsevier
Graphs are widely used as a natural framework that captures interactions between
individual elements represented as nodes in a graph. In medical applications, specifically …

[HTML][HTML] 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 …

Generation and evaluation of a cortical area parcellation from resting-state correlations

EM Gordon, TO Laumann, B Adeyemo… - Cerebral …, 2016 - academic.oup.com
The cortical surface is organized into a large number of cortical areas; however, these areas
have not been comprehensively mapped in the human. Abrupt transitions in resting-state …

Atypical behaviour and connectivity in SHANK3-mutant macaques

Y Zhou, J Sharma, Q Ke, R Landman, J Yuan, H Chen… - Nature, 2019 - nature.com
Mutation or disruption of the SH3 and ankyrin repeat domains 3 (SHANK3) gene represents
a highly penetrant, monogenic risk factor for autism spectrum disorder, and is a cause of …

Metric learning with spectral graph convolutions on brain connectivity networks

SI Ktena, S Parisot, E Ferrante, M Rajchl, M Lee… - NeuroImage, 2018 - Elsevier
Graph representations are often used to model structured data at an individual or population
level and have numerous applications in pattern recognition problems. In the field of …

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 …

[HTML][HTML] Reconceptualizing functional brain connectivity in autism from a developmental perspective

LQ Uddin, K Supekar, V Menon - Frontiers in human neuroscience, 2013 - frontiersin.org
While there is almost universal agreement amongst researchers that autism is associated
with alterations in brain connectivity, the precise nature of these alterations continues to be …

Increased functional connectivity between subcortical and cortical resting-state networks in autism spectrum disorder

L Cerliani, M Mennes, RM Thomas, A Di Martino… - JAMA …, 2015 - jamanetwork.com
Importance Individuals with autism spectrum disorder (ASD) exhibit severe difficulties in
social interaction, motor coordination, behavioral flexibility, and atypical sensory processing …