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What is Granger Causality in Brain Connectivity about?

A method to combine structural and functional connectivity by using an autoregressive model is proposed. • The autoregressive model is constrained by structural connectivity defining coefficients for Granger causality. • The usefulness of the generated effective connections is tested on simulations, ground-truth default mode network experiments, a classification and clustering task. • The method can be used for direct and indirect connections, and with raw and deconvoluted BOLD signal.

Author

Alessandro Crimi

Language

EN