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Predicting epileptic seizures using nonnegative matrix factorization

This paper presents a procedure for the patient-specific prediction of epileptic seizures. To this end, a combination of nonnegative matrix factorization (NMF) and smooth basis functions with robust regression is applied to power spectra of intracranial electroencephalographic (iEEG) signals. The re...

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Detalles Bibliográficos
Autores principales: Stojanović, Olivera, Kuhlmann, Levin, Pipa, Gordon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7001919/
https://www.ncbi.nlm.nih.gov/pubmed/32023272
http://dx.doi.org/10.1371/journal.pone.0228025