Sleep Apnea Detection From Single-Lead ECG: A Comprehensive Analysis of Machine Learning and Deep Learning Algorithms.
Mahsa BahramiMohamad ForouzanfarPublished in: IEEE Trans. Instrum. Meas. (2022)
Keyphrases
- comprehensive analysis
- machine learning
- learning algorithm
- sleep apnea
- machine learning algorithms
- learning problems
- supervised learning
- automatic detection
- learning tasks
- deep architectures
- false alarms
- reinforcement learning
- pattern recognition
- active learning
- deep learning
- automatic analysis
- decision tree learning
- false positives
- unsupervised learning
- detection method
- semi supervised learning
- object detection
- computer vision
- training data
- decision trees
- multimedia content analysis
- feature selection
- learning paradigms
- data mining
- induction algorithms
- rbf network
- generalization ability
- detection rate
- machine learning methods
- detection algorithm
- anomaly detection
- text classification