Local structure-function relationships in human brain networks across the lifespan

F Zamani Esfahlani, J Faskowitz, J Slack… - Nature …, 2022 - nature.com
A growing number of studies have used stylized network models of communication to predict
brain function from structure. Most have focused on a small set of models applied globally …

[HTML][HTML] Structure-function coupling in the human connectome: A machine learning approach

T Sarwar, Y Tian, BTT Yeo, K Ramamohanarao… - NeuroImage, 2021 - Elsevier
While the function of most biological systems is tightly constrained by their structure, current
evidence suggests that coupling between the structure and function of brain networks is …

Network communication models improve the behavioral and functional predictive utility of the human structural connectome

C Seguin, Y Tian, A Zalesky - Network Neuroscience, 2020 - direct.mit.edu
The connectome provides the structural substrate facilitating communication between brain
regions. We aimed to establish whether accounting for polysynaptic communication in …

Dynamical models to evaluate structure–function relationships in network neuroscience

AI Luppi, J Cabral, R Cofre, A Destexhe… - Nature Reviews …, 2022 - nature.com
Fig. 1| Use of whole-brain dynamical models to test null hypotheses about the relationship
among brain network structure, regional heterogeneity and brain activity. Dynamical whole …

Revisiting correlation-based functional connectivity and its relationship with structural connectivity

R Liégeois, A Santos, V Matta, D Van De Ville… - Network …, 2020 - direct.mit.edu
Patterns of brain structural connectivity (SC) and functional connectivity (FC) are known to
be related. In SC-FC comparisons, FC has classically been evaluated from correlations …

State and trait components of functional connectivity: individual differences vary with mental state

L Geerligs, M Rubinov, RN Henson - Journal of Neuroscience, 2015 - Soc Neuroscience
Resting-state functional connectivity, as measured by functional magnetic resonance
imaging (fMRI), is often treated as a trait, used, for example, to draw inferences about …

Behavioral relevance of the dynamics of the functional brain connectome

H Jia, X Hu, G Deshpande - Brain connectivity, 2014 - liebertpub.com
While many previous studies assumed the functional connectivity (FC) between brain
regions to be stationary, recent studies have demonstrated that FC dynamically varies …

Bottom up modeling of the connectome: linking structure and function in the resting brain and their changes in aging

TT Nakagawa, VK Jirsa, A Spiegler, AR McIntosh… - Neuroimage, 2013 - Elsevier
With the increasing availability of advanced imaging technologies, we are entering a new
era of neuroscience. Detailed descriptions of the complex brain network enable us to map …

[HTML][HTML] Network communication models narrow the gap between the modular organization of structural and functional brain networks

C Seguin, O Sporns, A Zalesky, F Calamante - NeuroImage, 2022 - Elsevier
Structural and functional brain networks are modular. Canonical functional systems, such as
the default mode network, are well-known modules of the human brain and have been …

The behavioral and cognitive relevance of time-varying, dynamic changes in functional connectivity

JR Cohen - NeuroImage, 2018 - Elsevier
Recent advances in neuroimaging methods and analysis have led to an expanding body of
research that investigates how large-scale brain network organization dynamically adapts to …