BI - Directional long short-term memory for automatic detection of sleep apnea events based on single channel EEG signal.
Yao WangZhuangwen XiaoShuaiwen FangWeiming LiJinhai WangXiaoyun ZhaoPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- automatic detection
- sleep apnea
- bi directional
- obstructive sleep apnea
- single channel
- multi channel
- eeg signals
- physiological parameters
- sleep stage
- brain activity
- automatic analysis
- independent component analysis
- frequency domain
- wiener filter
- associative memory
- recurrent neural networks
- wavelet decomposition
- prior information
- signal processing
- multiresolution
- pattern recognition
- brain computer interface
- neural network
- non stationary
- edge detection
- image analysis
- high dimensional
- data analysis
- machine learning