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Journal article

Data and model considerations for estimating time-varying functional connectivity in fMRI

Abstract:

Functional connectivity (FC) in the brain has been shown to exhibit subtle but reliable modulations within a session. One way of estimating time-varying FC is by using state-based models that describe fMRI time series as temporal sequences of states, each with an associated, characteristic pattern of FC. However, the estimation of these models from data sometimes fails to capture changes in a meaningful way, such that the model estimation assigns entire sessions (or the largest part of them) ...

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Publication status:
Published
Peer review status:
Peer reviewed

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Files:
Publisher copy:
10.1016/j.neuroimage.2022.119026

Authors


Publisher:
Elsevier Publisher's website
Journal:
NeuroImage Journal website
Volume:
252
Article number:
119026
Publication date:
2022-02-22
Acceptance date:
2022-02-21
DOI:
ISSN:
1053-8119
Language:
English
Keywords:
Pubs id:
1242095
Local pid:
pubs:1242095
Deposit date:
2022-03-03

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