Epileptic Seizure Prediction With Multi-View Convolutional Neural Networks

The unpredictability of seizures is often considered by patients to be the most problematic aspect of epilepsy, so this work aims to develop an accurate epilepsy seizure predictor, making it possible to enable devices to warn patients of impeding seizures. To develop a model for seizure prediction,...

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Main Authors: Chien-Liang Liu, Bin Xiao, Wen-Hoar Hsaio, Vincent S. Tseng
Formato: Artigo
Idioma:Inglês
Publicado: IEEE 2019-01-01
Series:IEEE Access
Assuntos:
Electroencephalograms (EEG)
seizure prediction
convolutional neural network (CNN)
multi-view CNN
representation learning
Acceso en liña:https://ieeexplore.ieee.org/document/8910555/
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