Tools of the trade: estimating time-varying connectivity patterns from fMRI data
Given the dynamic nature of the brain, there has always been a motivation to move beyond
'static'functional connectivity, which characterizes functional interactions over an extended …
'static'functional connectivity, which characterizes functional interactions over an extended …
Questions and controversies in the study of time-varying functional connectivity in resting fMRI
The brain is a complex, multiscale dynamical system composed of many interacting regions.
Knowledge of the spatiotemporal organization of these interactions is critical for establishing …
Knowledge of the spatiotemporal organization of these interactions is critical for establishing …
[HTML][HTML] The dynamic functional connectome: State-of-the-art and perspectives
Resting-state functional magnetic resonance imaging (fMRI) has highlighted the rich
structure of brain activity in absence of a task or stimulus. A great effort has been dedicated …
structure of brain activity in absence of a task or stimulus. A great effort has been dedicated …
[HTML][HTML] Dynamics of large-scale fMRI networks: Deconstruct brain activity to build better models of brain function
FI Karahanoğlu, D Van De Ville - Current Opinion in Biomedical …, 2017 - Elsevier
Ongoing fluctuations of brain activity measured by functional magnetic resonance imaging
(fMRI) provide a novel window onto the organizational principles of brain function. Advances …
(fMRI) provide a novel window onto the organizational principles of brain function. Advances …
Dynamic functional connectivity: promise, issues, and interpretations
The brain must dynamically integrate, coordinate, and respond to internal and external
stimuli across multiple time scales. Non-invasive measurements of brain activity with fMRI …
stimuli across multiple time scales. Non-invasive measurements of brain activity with fMRI …
Characterizing rapid fluctuations of resting state functional connectivity in demyelinating, neurodegenerative, and psychiatric conditions: from static to time-varying …
P Valsasina, M Hidalgo de la Cruz, M Filippi… - Frontiers in …, 2019 - frontiersin.org
Functional magnetic resonance imaging (fMRI) at resting state (RS) has been widely used to
characterize the main brain networks. Functional connectivity (FC) has been mostly …
characterize the main brain networks. Functional connectivity (FC) has been mostly …
Dynamic mode decomposition of resting-state and task fMRI
Component analysis is a powerful tool to identify dominant patterns of interactions in
multivariate datasets. In the context of fMRI data, methods such as principal component …
multivariate datasets. In the context of fMRI data, methods such as principal component …
Principal components of functional connectivity: a new approach to study dynamic brain connectivity during rest
Functional connectivity (FC) as measured by correlation between fMRI BOLD time courses
of distinct brain regions has revealed meaningful organization of spontaneous fluctuations in …
of distinct brain regions has revealed meaningful organization of spontaneous fluctuations in …
Resting state dynamic functional connectivity in neurodegenerative conditions: a review of magnetic resonance imaging findings
In the last few decades, brain functional connectivity (FC) has been extensively assessed
using resting-state functional magnetic resonance imaging (RS-fMRI), which is able to …
using resting-state functional magnetic resonance imaging (RS-fMRI), which is able to …
Spatial dynamic functional connectivity analysis identifies distinctive biomarkers in schizophrenia
Dynamic functional network connectivity (dFNC) analysis is a widely-used to study
associations between dynamic functional correlations and cognitive abilities. Traditional …
associations between dynamic functional correlations and cognitive abilities. Traditional …