Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea.
Henri KorkalainenTimo LeppänenBrett DuceSamu KainulainenJuhani AakkoAkseli LeinoLaura KalevoIsaac O. AfaraSami MyllymaaJuha TöyräsPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- obstructive sleep apnea
- deep learning
- sleep apnea
- unsupervised learning
- eeg signals
- machine learning
- radial basis function neural network
- automatic analysis
- unsupervised feature learning
- physiological parameters
- higher order
- weakly supervised
- expert systems
- pattern recognition
- image processing
- feature selection
- data mining