A Clinical Evaluation of a Low-Cost Strain Gauge Respiration Belt and Machine Learning to Detect Sleep Apnea.
Stein KristiansenKonstantinos NikolaidisThomas PlagemannVera GoebelGunn Marit TraaenBritt ØverlandLars AakerøyTove-Elizabeth HuntJan Pål LoennechenSigurd Loe SteinshamnChristina Holt BendzOle-Gunnar AnfinsenLars GullestadHarriet AkrePublished in: CoRR (2021)
Keyphrases
- low cost
- machine learning
- sleep apnea
- obstructive sleep apnea
- detection method
- rule interestingness measures
- knowledge acquisition
- image acquisition
- machine learning algorithms
- detection algorithm
- learning algorithm
- pattern recognition
- decision trees
- artificial intelligence
- computer vision
- knowledge discovery
- data analysis
- text classification
- reinforcement learning
- machine learning methods
- data mining
- knowledge representation
- sleep stage
- finite element analysis
- medical domain
- patient data
- automatic detection
- learning tasks
- real time
- information extraction