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Assessing and Compensating for Zero-lag Correlation Effects in Time-lagged Granger Causality Analysis of fMRI

Effective connectivity in brain networks can be studied using Granger causality analysis which is based on temporal precedence, while functional connectivity is usually derived using zero-lag correlation. Due to the smoothing of the neuronal activity by the hemodynamic response inherent in the funct...

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Sonraí Bibleagrafaíochta
Main Authors: Deshpande, Gopikrishna, Sathian, K., Hu, Xiaoping
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2010
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3063610/
https://ncbi.nlm.nih.gov/pubmed/20659822
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2009.2037808
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