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Mapping epileptic networks with scalp and invasive EEG: applications to epileptogenic zone localization and seizure prediction

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dc.contributor.author Vila-Vidal, Manel, 1991-
dc.contributor.author Tauste Campo, Adrià, 1982-
dc.date.accessioned 2021-03-19T10:39:24Z
dc.date.issued 2023
dc.identifier.citation Vila-Vidal M, Tauste Campo A. Mapping epileptic networks with scalp and invasive EEG: applications to epileptogenic zone localization and seizure prediction. In: Scott R, Mahoney M, editors. A Complex Systems Approach to Epilepsy: Concept, Practice, and Therapy. Cambridge: Cambridge University Press; 2023. p. 99-126. DOI: 10.1017/9781108582285.008
dc.identifier.uri http://hdl.handle.net/10230/46864
dc.description.abstract This chapter offers an overview of core topics in epilepsy research from a complex systems perspective, starting from single-node studies up to network theory analysis. In its first part, the chapter reviews the advances in EEG biomarkers for epileptic network mapping in both invasive and scalp EEG, including univariate epileptogenic indexes linear connectivity measures within the multivariate autoregressive model, non-linear correlation measures and graph-theoretical properties. In the second part, the chapter covers some of the initial contributions to characterize network dynamics in epilepsy. Particular attention is paid at the seizure prediction problem, using classic dynamical systems approaches as well as the most recent machine-learning prediction algorithms and network-science studies unraveling signatures of the transition from interictal to ictal activity.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher Cambridge University Press
dc.relation.ispartof Scott R, Mahoney M, editors. A Complex Systems Approach to Epilepsy: Concept, Practice, and Therapy. Cambridge: Cambridge University Press; 2023. p. 99-126.
dc.rights © Cambridge University Press
dc.subject.other Medicina clínica--Investigació
dc.subject.other Neurociències
dc.title Mapping epileptic networks with scalp and invasive EEG: applications to epileptogenic zone localization and seizure prediction
dc.type info:eu-repo/semantics/bookPart
dc.identifier.doi http://dx.doi.org/10.1017/9781108582285.008
dc.rights.accessRights info:eu-repo/semantics/embargoedAccess
dc.type.version info:eu-repo/semantics/acceptedVersion
dc.embargo.liftdate 2025-12-31
dc.date.embargoEnd info:eu-repo/date/embargoEnd/2025-12-31


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