Genuine high-order interactions in brain networks and neurodegeneration

Brain functional networks have been traditionally studied considering only interactions between pairs of regions, neglecting the richer information encoded in higher orders of interactions. In consequence, most of the connectivity studies in neurodegeneration and dementia use standard pairwise metri...

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Bibliographic Details

Published in:	Neurobiology of Disease
Main Authors:	Rubén Herzog, Fernando E. Rosas, Robert Whelan, Sol Fittipaldi, Hernando Santamaria-Garcia, Josephine Cruzat, Agustina Birba, Sebastian Moguilner, Enzo Tagliazucchi, Pavel Prado, Agustin Ibanez
Format:	Article
Language:	English
Published:	Elsevier 2022-12-01
Subjects:	Neurodegeneration Neuroimaging Neural networks High-order interactions Machine learning Biomarkers
Online Access:	http://www.sciencedirect.com/science/article/pii/S0969996122003102