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Increasing robustness of pairwise methods for effective connectivity in magnetic resonance imaging by using fractional moment series of BOLD signal distributions

Estimating causal interactions in the brain from functional magnetic resonance imaging (fMRI) data remains a challenging task. Multiple studies have demonstrated that all current approaches to determine direction of connectivity perform poorly when applied to synthetic fMRI datasets. Recent advances...

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Detalles Bibliográficos
Autores principales: Bielczyk, Natalia Z., Llera, Alberto, Buitelaar, Jan K., Glennon, Jeffrey C., Beckmann, Christian F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6779268/
https://www.ncbi.nlm.nih.gov/pubmed/31637336
http://dx.doi.org/10.1162/netn_a_00099