A Deep Transfer Learning Approach for Sleep Stage Classification and Sleep Apnea Detection Using Wrist-Worn Consumer Sleep Technologies.
Mads OlsenJamie M. ZeitzerRisa N. RichardsonValerie H. MusgraveHelge B. D. SørensenEmmanuel MignotPoul J. JennumPublished in: IEEE Trans. Biomed. Eng. (2024)
Keyphrases
- sleep stage
- sleep apnea
- transfer learning
- obstructive sleep apnea
- activity recognition
- automatic analysis
- knowledge transfer
- cross domain
- learning tasks
- machine learning
- physiological parameters
- reinforcement learning
- neural network
- text classification
- text mining
- labeled data
- active learning
- transferring knowledge
- semi supervised learning
- dimensionality reduction
- multi task
- multi class
- transfer knowledge
- manifold alignment
- data analysis
- pattern recognition
- data mining
- support vector