Extreme value theory inspires explainable machine learning approach for seizure detection

Epilepsy is one of the brightest manifestations of extreme behavior in living systems. Extreme epileptic events are seizures, that arise suddenly and unpredictably. Usually, treatment strategies start by analyzing brain activity during the seizures revealing their type and onset mechanisms. This app...

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Detalles Bibliográficos
Autores principales: Karpov, Oleg E., Grubov, Vadim V., Maksimenko, Vladimir A., Kurkin, Semen A., Smirnov, Nikita M., Utyashev, Nikita P., Andrikov, Denis A., Shusharina, Natalia N., Hramov, Alexander E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9259747/
https://www.ncbi.nlm.nih.gov/pubmed/35794223
http://dx.doi.org/10.1038/s41598-022-15675-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9259747/
https://www.ncbi.nlm.nih.gov/pubmed/35794223
http://dx.doi.org/10.1038/s41598-022-15675-9

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