Efficient graph convolutional networks for seizure prediction using scalp EEG

Efficient graph convolutional networks for seizure prediction using scalp EEG

Epilepsy is a chronic brain disease that causes persistent and severe damage to the physical and mental health of patients. Daily effective prediction of epileptic seizures is crucial for epilepsy patients especially those with refractory epilepsy. At present, a large number of deep learning algorit...

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Bibliographic Details
Main Authors: Manhua Jia, Wenjian Liu, Junwei Duan, Long Chen, C. L. Philip Chen, Qun Wang, Zhiguo Zhou
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Neuroscience
Subjects:
seizure prediction
EEG
GCN
geometric deep learning
wearable devices
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.967116/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2022.967116/full

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