A hybrid unsupervised and supervised learning approach for postictal generalized EEG suppression detection

A hybrid unsupervised and supervised learning approach for postictal generalized EEG suppression detection

Sudden unexpected death of epilepsy (SUDEP) is a catastrophic and fatal complication of epilepsy and is the primary cause of mortality in those who have uncontrolled seizures. While several multifactorial processes have been implicated including cardiac, respiratory, autonomic dysfunction leading to...

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Bibliographic Details
Main Authors: Xiaojin Li, Yan Huang, Samden D. Lhatoo, Shiqiang Tao, Laura Vilella Bertran, Guo-Qiang Zhang, Licong Cui
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Neuroinformatics
Subjects:
epilepsy
generalized tonic-clonic seizure
postictal generalized EEG suppression
EEG
unsupervised learning
hybrid classifier
Online Access:https://www.frontiersin.org/articles/10.3389/fninf.2022.1040084/full

Internet

https://www.frontiersin.org/articles/10.3389/fninf.2022.1040084/full

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