Single-channel EEG sleep stage classification based on a streamlined set of statistical features in wavelet domain.
Thiago Lopes Trugillo da SilveiraAlice J. KozakeviciusCesar Ramos RodriguesPublished in: Medical Biol. Eng. Comput. (2017)
Keyphrases
- sleep stage
- wavelet domain
- feature set
- single channel
- feature vectors
- wavelet decomposition
- eeg signals
- feature extraction
- sleep apnea
- denoising
- multi channel
- pattern recognition
- low level
- subband
- wavelet coefficients
- multiscale
- feature selection
- multiresolution
- wavelet transform
- extracted features
- brain activity
- feature space
- object recognition
- image denoising
- human visual system
- spatial domain
- machine learning
- prior knowledge
- computer vision