Detection of Sleep Apnea from Single-Lead ECG: Comparison of Deep Learning Algorithms.
Mahsa BahramiMohamad ForouzanfarPublished in: MeMeA (2021)
Keyphrases
- learning algorithm
- sleep apnea
- detection method
- machine learning algorithms
- machine learning
- automatic detection
- detection algorithm
- false positives
- deep architectures
- automatic analysis
- detection accuracy
- false alarms
- active learning
- training data
- anomaly detection
- sensitivity analysis
- detection rate
- signal processing
- object detection
- learning scheme
- reinforcement learning
- beat classification
- image processing
- obstructive sleep apnea