Classification of Sleep Apnea via SpO2 in a Simulated Smartwatch Environment.
Brendan LydenZachary DairRuairi O'ReillyPublished in: BHI (2022)
Keyphrases
- sleep stage
- sleep apnea
- pattern recognition
- decision trees
- classification accuracy
- classification scheme
- classification method
- support vector machine
- obstructive sleep apnea
- classification systems
- automatic classification
- mobile robot
- test bed
- real time
- dynamic environments
- preprocessing
- benchmark datasets
- classification rate
- classification rules
- autonomous agents
- classification algorithm
- class labels
- support vector machine svm
- support vector
- classification models
- training set
- feature selection
- machine learning
- neural network