MPCNN: A Novel Matrix Profile Approach for CNN-based Single Lead Sleep Apnea in Classification Problem.
Hieu X. NguyenDuong V. NguyenHieu H. PhamCuong D. DoPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- sleep stage
- sleep apnea
- automatic classification
- pattern classification
- classification systems
- classification scheme
- classification accuracy
- support vector machine
- image classification
- classification method
- convolutional neural network
- pattern recognition
- benchmark datasets
- machine learning
- singular value decomposition
- dimension reduction
- text classification
- supervised learning
- pairwise
- preprocessing
- automatic analysis
- physiological parameters
- feature extraction
- feature selection