Semiparametric Estimation of Task-Based Dynamic Functional Connectivity on the Population Level

Semiparametric Estimation of Task-Based Dynamic Functional Connectivity on the Population Level

Dynamic functional connectivity (dFC) estimates time-dependent associations between pairs of brain region time series as typically acquired during functional MRI. dFC changes are most commonly quantified by pairwise correlation coefficients between the time series within a sliding window. Here, we a...

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Bibliographic Details
Main Authors: Maria A. Kudela, Mario Dzemidzic, Brandon G. Oberlin, Zikai Lin, Joaquín Goñi, David A. Kareken, Jaroslaw Harezlak
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-06-01
Series:Frontiers in Neuroscience
Subjects:
dynamic functional connectivity
semiparametric mixed models
statistical methods
functional MRI
gustatory task
addiction
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.00583/full

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