A dual-model deep learning method for sleep apnea detection based on representation learning and temporal dependence.
Hengji QinGuanzheng LiuPublished in: Neurocomputing (2022)
Keyphrases
- deep learning
- probabilistic model
- prior knowledge
- similarity measure
- unsupervised learning
- learning algorithm
- em algorithm
- machine learning
- learning process
- active learning
- pairwise
- energy function
- rbf neural network
- unsupervised feature learning
- high dimensional
- object recognition
- model selection
- training data
- weakly supervised
- automatic analysis
- data mining
- restricted boltzmann machine
- deep architectures