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Assessing uncertainty in dynamic functional connectivity [PDF]
NeuroImage, 2017 Functional connectivity (FC) - the study of the statistical association between time series from anatomically distinct regions (Friston, 1994, 2011) - has become one of the primary areas of research in the field surrounding resting state functional magnetic resonance imaging (rs-fMRI). Although for many years researchers have implicitly assumed that FC
Maria Kudela +2 more
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Dynamic functional connectivity: Promise, issues, and interpretations [PDF]
NeuroImage, 2013 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 have greatly advanced our understanding of the large-scale functional organization supporting these fundamental features of brain function.
R. Matthew Hutchison +17 more
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, 2023 Schizophrenia (ScZ) is a devastating mental disorder of the human brain that causes a serious impact of emotional inclinations, quality of personal and social life and healthcare systems.
Wen, Peng +7 more
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Searching multiregression dynamic models of resting-state fMRI networks using integer programming [PDF]
, 2015 A Multiregression Dynamic Model (MDM) is a class of multivariate time series that represents various dynamic causal processes in a graphical way. One of the advantages of this class is that, in contrast to many other Dynamic Bayesian Networks, the ...
Smith, Jim +9 more
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DySCo: A general framework for dynamic functional connectivity. [PDF]
PLoS Comput BiolA crucial challenge in neuroscience involves characterising brain dynamics from high-dimensional brain recordings. Dynamic Functional Connectivity (dFC) is an analysis paradigm that aims to address this challenge. dFC consists of a time-varying matrix (dFC matrix) expressing how pairwise interactions across brain areas change over time.
Alteriis G +6 more
europepmc +4 more sources
On the variability of dynamic functional connectivity assessment methods
GigaScience, 2023 Dynamic functional connectivity (dFC) has become an important measure for understanding brain function and as a potential biomarker. However, various methodologies have been developed for assessing dFC, and it is unclear how the choice of method affects the results.
Mohammad Torabi +2 more
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A spatio-temporal decomposition framework for dynamic functional connectivity in the human brain
NeuroImage, 2022 Much recent attention has been directed toward investigating the spatial and temporal organization of brain dynamics, but the rules which constrain the variation of spatio-temporal organization in functional connectivity under different brain states ...
Jinming Xiao +9 more
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A state-space model for dynamic functional connectivity [PDF]
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 2019 Dynamic functional connectivity (DFC) analysis involves measuring correlated neural activity over time across multiple brain regions. Significant regional correlations among neural signals, such as those obtained from resting-state functional magnetic resonance imaging (fMRI), may represent neural circuits associated with rest.
Sourish Chakravarty +4 more
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Neural activation and functional connectivity during motor imagery of bimanual everyday actions [PDF]
, 2012 Bimanual actions impose intermanual coordination demands not present during unimanual actions. We investigated the functional neuroanatomical correlates of these coordination demands in motor imagery (MI) of everyday actions using functional magnetic ...
Sterr, A +16 more
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Dynamic Brain Networks with Prescribed Functional Connectivity
2023 62nd IEEE Conference on Decision and Control (CDC), 2023 6 pages, 5 figures, to appear in the proceedings of IEEE CDC ...
Casti, U. +5 more
openaire +3 more sources