Detection of sleep apnea using Machine learning algorithms based on ECG Signals: A comprehensive systematic review.
Nader SalariAmin Hosseinian FarMasoud MohammadiHooman GhasemiHabibolah KhazaieAlireza DaneshkhahArash AhmadiPublished in: Expert Syst. Appl. (2022)
Keyphrases
- machine learning algorithms
- systematic review
- ecg signals
- sleep apnea
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- predictive accuracy
- mit bih arrhythmia database
- machine learning methods
- empirical studies
- random forests
- learning problems
- learning tasks
- machine learning approaches
- learning models
- input features
- automatic analysis
- machine learning models
- machine learning systems
- critical care
- obstructive sleep apnea
- beat classification
- sleep stage