Classification of Obstructive Sleep Apnoea from single-lead ECG signals using convolutional neural and Long Short Term Memory networks.
Haifa AlmutairiGhulam Mubashar HassanAmitava DattaPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- ecg signals
- network architecture
- classification accuracy
- recurrent neural networks
- sleep stage
- feature extraction
- feature vectors
- support vector machine svm
- image classification
- text classification
- recurrent networks
- feature selection
- eeg signals
- feature space
- supervised learning
- neural network
- support vector
- machine learning
- support vector machine
- expert systems
- decision trees
- deep learning
- spiking neural networks
- social networks