Subject: Functional brain connectivity · Complex networks · Link difference ranking · Alzheimer’s disease · Schizophrenia

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Year: 2021

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Type: Journal Article

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Title: A fast transform for brain connectivity difference evaluation

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Author: Ivanoska, Ilinka
Author: Zanin, Massimiliano
Author: Güntekin, Bahar
Author: Yener, Görsev
Author: Loncar-Turukalo, Tatjana
Author: Sveljo, Olivera
Author: Papo, David
Author: Jakovljevic, Niksa

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Abstract: Anatomical and dynamical connectivity are essential to healthy brain function. However, quantifying variations in connectivity across conditions or between patient populations and appraising their functional significance are highly nontrivial tasks. Here we show that link ranking differences induce specific geometries in a convenient auxiliary space that are often easily recognisable at mere eye inspection. Link ranking can also provide fast and reliable criteria for network reconstruction parameters for which no theoretical guideline has been proposed.

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Publisher: Springer US

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Relation: Neuroinformatics

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Identifier: oai:repository.ukim.mk:20.500.12188/17691
Identifier: http://hdl.handle.net/20.500.12188/17691

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