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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...
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. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
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 |
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