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A fast transform for brain connectivity difference evaluation

dc.contributor.authorZanin, Massimiliano
dc.contributor.authorIvanoska, Ilinka
dc.contributor.authorGüntekin, Bahar
dc.contributor.authorYener, Görsev
dc.contributor.authorLoncar-Turukalo, Tatjana
dc.contributor.authorJakovljevic, Niksa
dc.contributor.authorSveljo, Olivera
dc.contributor.authorPapo, David
dc.date.accessioned2022-12-14T11:16:08Z
dc.date.available2022-12-14T11:16:08Z
dc.date.issued2022en_US
dc.identifier.citationZanin, M., Ivanoska, I., Güntekin, B., Yener, G., Loncar-Turukalo, T., Jakovljevic, N. ... Papo, D. (2022). A fast transform for brain connectivity difference evaluation. Neuroinformatics, 20(2), 285-299. https://doi.org/10.1007/s12021-021-09518-7en_US
dc.identifier.issn1539-2791
dc.identifier.issn1559-0089
dc.identifier.urihttps://doi.org/10.1007/s12021-021-09518-7
dc.identifier.urihttps://hdl.handle.net/20.500.12511/10118
dc.description.abstractAnatomical 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 non-trivial 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.en_US
dc.description.sponsorshipDOD ADNI (Department of Defense award) ; United States Department of Health & Human Services ; National Institutes of Health (NIH) - USA ; NIH National Institute on Aging (NIA) ; NIH National Institute of Biomedical Imaging & Bioengineering (NIBIB)en_US
dc.language.isoengen_US
dc.publisherHumana Press Incen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rightsAttribution 4.0 International*
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/*
dc.subjectFunctional Brain Connectivityen_US
dc.subjectComplex Networksen_US
dc.subjectLink Difference Rankingen_US
dc.subjectAlzheimer’s Diseaseen_US
dc.subjectSchizophreniaen_US
dc.titleA fast transform for brain connectivity difference evaluationen_US
dc.typearticleen_US
dc.relation.ispartofNeuroinformaticsen_US
dc.departmentİstanbul Medipol Üniversitesi, Tıp Fakültesi, Temel Tıp Bilimleri Bölümü, Biyofizik Ana Bilim Dalıen_US
dc.departmentİstanbul Medipol Üniversitesi, Rektörlük, Rejeneratif ve Restoratif Tıp Araştırmaları Merkezi (REMER)en_US
dc.authorid0000-0002-0860-0524en_US
dc.identifier.volume20en_US
dc.identifier.issue2en_US
dc.identifier.startpage285en_US
dc.identifier.endpage299en_US
dc.relation.ecinfo:eu-repo/grantAgreement/EC/FP7/851255
dc.relation.ecinfo:eu-repo/grantAgreement/EC/FP7/U01 AG024904
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.identifier.doi10.1007/s12021-021-09518-7en_US
dc.institutionauthorGüntekin, Bahar
dc.identifier.wosqualityQ3en_US
dc.identifier.wos000639051000001en_US
dc.identifier.scopus2-s2.0-85104114305en_US
dc.identifier.pmid33843024en_US
dc.identifier.scopusqualityQ1en_US


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