Sleep Apnea Event Detection from Sub-frame Based Feature Variation in EEG Signal Using Deep Convolutional Neural Network.
Tanvir MahmudIshtiaque Ahmed KhanTalha Ibn MahmudShaikh Anowarul FattahWei-Ping ZhuM. Omair AhmadPublished in: EMBC (2020)
Keyphrases
- image processing
- event detection
- obstructive sleep apnea
- sleep apnea
- convolutional neural network
- eeg signals
- signal processing
- video event detection
- video surveillance
- video analysis
- event recognition
- face detection
- scan statistic
- pattern recognition
- sleep stage
- activity recognition
- automatic analysis
- feature set
- physiological parameters
- space time
- neural network
- radial basis function neural network
- composite events
- feature vectors
- brain computer interface
- machine learning