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Structural EEG signal analysis for sleep apnea classification.

Onur KocakCansel FiciciHikmet FiratZiya Telatar
Published in: Biomedizinische Technik. Biomedical engineering (2024)
It was concluded that not only applying different PSD methods, but also EEG signals from different brain regions provided different statistical results in terms of apnea transition states as obtained from KNN classification.
Keyphrases
  • sleep apnea
  • resting state
  • functional connectivity
  • positive airway pressure
  • obstructive sleep apnea
  • deep learning
  • machine learning
  • working memory
  • white matter
  • high density