Enhancing Healthcare with EOG: A Novel Approach to Sleep Stage Classification.
Suvadeep MaitiShivam Kumar SharmaRaju S. BapiPublished in: CoRR (2023)
Keyphrases
- sleep stage
- classification systems
- sleep apnea
- pattern recognition
- automatic classification
- pattern classification
- support vector
- eeg signals
- machine learning
- classification algorithm
- information systems
- feature vectors
- classification rate
- classification scheme
- classification models
- classification method
- preprocessing
- decision rules
- cross validation
- training samples
- model selection
- training set
- benchmark datasets
- training data
- feature extraction
- supervised learning
- support vector machine
- supervised classification
- decision trees
- feature selection
- neural network