Early seizure detection in childhood focal epilepsy with electroencephalogram feature fusion on deep autoencoder learning and channel correlations

Recognition of epileptic electroencephalogram (EEG) signals is vital to epileptic seizure detection. Current research on seizure detection mostly focused on generalized seizure analysis. Compared with generalized seizures, childhood focal epilepsy generally originates in one hemisphere of the brain,...

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Veröffentlicht in:	Multidimensional systems and signal processing 2022-12, Vol.33 (4), p.1273-1293
Hauptverfasser:	Jiang, Tiejia, Zhu, Jiahua, Hu, Dinghan, Gao, Weidong, Gao, Feng, Cao, Jiuwen
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Circuits and Systems Convulsions & seizures Cross correlation Electrical Engineering Electroencephalography Engineering Epilepsy Feature extraction Frequencies Machine learning Seizures Signal,Image and Speech Processing
Online-Zugang:	Volltext
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