Deep Neural Networks for Automatic Sleep Stage Classification and Consciousness Assessment in Patients With Disorder of Consciousness.
Jiahui PanYangzuyi YuJianhui WuXinjie ZhouYanbin HeYuanqing LiPublished in: IEEE Trans. Cogn. Dev. Syst. (2024)
Keyphrases
- sleep stage
- sleep apnea
- neural network
- pattern recognition
- machine learning
- automatic classification
- classification accuracy
- statistical classification
- classification method
- lung disease
- classification scheme
- correct classification
- image classification
- feature vectors
- model selection
- unsupervised learning
- back propagation
- self organizing maps
- normal controls
- physiological parameters
- fully automatic
- rule extraction
- artificial neural networks
- genetic algorithm
- decision trees
- cognitive process
- support vector
- medical data
- multilayer perceptron
- pattern classification
- radial basis function
- semi automatic
- computational model
- supervised learning
- knn
- feature space