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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Detaylı Bibliyografya
Asıl Yazarlar: Chien-Liang Liu, Bin Xiao, Wen-Hoar Hsaio, Vincent S. Tseng
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: IEEE 2019-01-01
Seri Bilgileri:IEEE Access
Konular:
Electroencephalograms (EEG)
seizure prediction
convolutional neural network (CNN)
multi-view CNN
representation learning
Online Erişim:https://ieeexplore.ieee.org/document/8910555/
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