[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 …
The dynamic pain connectome
Traditionally, studies of how pain and attention modulate one another involved explicit
cognitive-state manipulations. However, emerging evidence suggests that spontaneous …
cognitive-state manipulations. However, emerging evidence suggests that spontaneous …
Classification and prediction of brain disorders using functional connectivity: promising but challenging
Brain functional imaging data, especially functional magnetic resonance imaging (fMRI)
data, have been employed to reflect functional integration of the brain. Alteration in brain …
data, have been employed to reflect functional integration of the brain. Alteration in brain …
Machine learning in resting-state fMRI analysis
Abstract Machine learning techniques have gained prominence for the analysis of resting-
state functional Magnetic Resonance Imaging (rs-fMRI) data. Here, we present an overview …
state functional Magnetic Resonance Imaging (rs-fMRI) data. Here, we present an overview …
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 …
Characterizing dynamic amplitude of low-frequency fluctuation and its relationship with dynamic functional connectivity: an application to schizophrenia
The human brain is a highly dynamic system with non-stationary neural activity and rapidly-
changing neural interaction. Resting-state dynamic functional connectivity (dFC) has been …
changing neural interaction. Resting-state dynamic functional connectivity (dFC) has been …
Evaluation of sliding window correlation performance for characterizing dynamic functional connectivity and brain states
A promising recent development in the study of brain function is the dynamic analysis of
resting-state functional MRI scans, which can enhance understanding of normal cognition …
resting-state functional MRI scans, which can enhance understanding of normal cognition …
[HTML][HTML] Dynamic functional connectivity during task performance and rest predicts individual differences in attention across studies
Dynamic functional connectivity (DFC) aims to maximize resolvable information from
functional brain scans by considering temporal changes in network structure. Recent work …
functional brain scans by considering temporal changes in network structure. Recent work …
Replicability of time-varying connectivity patterns in large resting state fMRI samples
The past few years have seen an emergence of approaches that leverage temporal changes
in whole-brain patterns of functional connectivity (the chronnectome). In this chronnectome …
in whole-brain patterns of functional connectivity (the chronnectome). In this chronnectome …
Assessing dynamic brain graphs of time-varying connectivity in fMRI data: application to healthy controls and patients with schizophrenia
Graph theory-based analysis has been widely employed in brain imaging studies, and
altered topological properties of brain connectivity have emerged as important features of …
altered topological properties of brain connectivity have emerged as important features of …