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TOPOLOGICAL EPILEPSY SEIZURE DETECTION IN ELECTROENCEPHALOGRAPHIC SIGNALS

We propose a seizure detection method for electroencephalographic (EEG) epilepsy data based on a novel multi-scale topological technique called persistent homology (PH). Among several PH descriptors, persistence landscape (PL) possesses many desirable properties for rigorous statistical inference. B...

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Detalles Bibliográficos
Publicado en:Proc IEEE Int Symp Biomed Imaging
Main Authors: Wang, Yuan, Ombao, Hernando, Chung, Moo K.
Formato: Artigo
Idioma:Inglês
Publicado: 2015
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5523055/
https://ncbi.nlm.nih.gov/pubmed/28748026
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2015.7163885
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