An efficient automatic arousals detection algorithm in single channel EEG

•A novel automatic arousal detection algorithm is proposed.•Single channel electroencephalogram is used without any pre-processing step.•Two novel features were obtained using the continuous wavelet transform.•Works at the same accuracy and reproducibility without case-specific sensitivity. Electroe...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2019-05, Vol.173, p.131-138
Hauptverfasser:	Ugur, Tugce Kantar, Erdamar, Aykut
Format:	Artikel
Sprache:	eng
Schlagworte:	Continuous wavelet transform Daytime sleepiness Electroencephalography Microstructure of sleep Scalogram Support vector machines
Online-Zugang:	Volltext
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