A sleep apnea-hypopnea syndrome automatic detection and subtype classification method based on LSTM-CNN.
Hui YuDongyi LiuJing ZhaoZhen ChenChengxiang GouXueying HuangJinglai SunXiaoyun ZhaoPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- classification method
- automatic detection
- apnea hypopnea
- sleep apnea
- sleep stage
- obstructive sleep apnea
- cellular neural networks
- knn
- text classification
- support vector machine svm
- support vector machine
- k nearest neighbor
- automatically detecting
- recurrent neural networks
- classification scheme
- classification algorithm
- physiological parameters
- nearest neighbor rule
- automatic analysis
- chest ct
- databases
- bayesian networks
- clustering algorithm
- machine learning
- neural network