Iterative Data-adaptive Autoregressive (IDAR) whitening procedure for long and short TR fMRI

Iterative Data-adaptive Autoregressive (IDAR) whitening procedure for long and short TR fMRI

IntroductionFunctional magnetic resonance imaging (fMRI) has become a fundamental tool for studying brain function. However, the presence of serial correlations in fMRI data complicates data analysis, violates the statistical assumptions of analyses methods, and can lead to incorrect conclusions in...

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Bibliographic Details
Main Authors: Kun Yue, Jason Webster, Thomas Grabowski, Ali Shojaie, Hesamoddin Jahanian
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-08-01
Series:Frontiers in Neuroscience
Subjects:
serial correlation
pre-whitening
autoregressive model
short-TR fMRI
resting-state fMRI
task fMRI
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1381722/full

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https://www.frontiersin.org/articles/10.3389/fnins.2024.1381722/full

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