Automatic Sleep Stage Classification Based on Convolutional Neural Networks.
S. M. Isuru NiroshanaXin ZhuYin ChenWenxi ChenPublished in: LifeTech (2019)
Keyphrases
- sleep stage
- convolutional neural networks
- classification accuracy
- decision trees
- sleep apnea
- pattern recognition
- decision rules
- feature vectors
- statistical classification
- supervised learning
- image classification
- classification scheme
- text classification
- multiresolution
- classification process
- supervised classification
- classification rules
- classification method
- feature selection
- feature values
- classification models
- pattern classification
- feature extraction
- fully automatic
- machine learning methods
- semi automatic
- cross validation
- benchmark datasets
- training samples
- unsupervised learning
- image registration
- support vector machine
- support vector
- high dimensional
- feature space
- preprocessing