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Epilepsy Seizures Prediction Based on Nonlinear Features of EEG Signal and Gradient Boosting Decision Tree

Epilepsy is a common neurological disorder with sudden and recurrent seizures. Early prediction of seizures and effective intervention can significantly reduce the harm suffered by patients. In this paper, a method based on nonlinear features of EEG signal and gradient boosting decision tree (GBDT)...

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Detalles Bibliográficos
Autores principales: Xu, Xin, Lin, Maokun, Xu, Tingting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9517630/
https://www.ncbi.nlm.nih.gov/pubmed/36141613
http://dx.doi.org/10.3390/ijerph191811326