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Promises and pitfalls of topological data analysis for brain connectivity analysis

dc.contributor.authorCaputi, Luigi
dc.contributor.authorPidnebesna, Anna
dc.contributor.authorHlinka, Jaroslav
dc.date.accessioned2022-05-03T13:43:01Z
dc.date.available2022-05-03T13:43:01Z
dc.date.issued2021-09-01
dc.identifier215417107
dc.identifiera276c938-5bbc-470d-897f-73ad25068c28
dc.identifier34111515
dc.identifier85109174654
dc.identifier.citationCaputi , L , Pidnebesna , A & Hlinka , J 2021 , ' Promises and pitfalls of topological data analysis for brain connectivity analysis ' , Neuroimage , vol. 238 , 118245 . https://doi.org/10.1016/j.neuroimage.2021.118245en
dc.identifier.issn1053-8119
dc.identifier.otherORCID: /0000-0002-6853-7651/work/112495729
dc.identifier.urihttps://hdl.handle.net/2164/18509
dc.descriptionAcknowledgment The authors thank Jakub Kopal for sharing the preprocessed fMRI time series and Barbora Bučková for sharing scripts for classification pipelineen
dc.format.extent20
dc.format.extent2730763
dc.language.isoeng
dc.relation.ispartofNeuroimageen
dc.subjectBrain/diagnostic imagingen
dc.subjectBrain Mappingen
dc.subjectConnectomeen
dc.subjectElectroencephalographyen
dc.subjectEpilepsy/diagnostic imagingen
dc.subjectHumansen
dc.subjectMagnetic Resonance Imagingen
dc.subjectModels, Neurologicalen
dc.subjectNerve Net/diagnostic imagingen
dc.subjectSchizophrenia/diagnostic imagingen
dc.subjectSeizures/diagnostic imagingen
dc.subjectGA Mathematical geography. Cartographyen
dc.subjectSupplementary Informationen
dc.subject.lccGAen
dc.titlePromises and pitfalls of topological data analysis for brain connectivity analysisen
dc.typeJournal articleen
dc.contributor.institutionUniversity of Aberdeen.Mathematical Scienceen
dc.description.statusPeer revieweden
dc.identifier.doi10.1016/j.neuroimage.2021.118245


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