Sleep Apnea Event Prediction Using Convolutional Neural Networks and Markov Chains.
Rim HaidarIrena KoprinskaBryn JeffriesPublished in: IJCNN (2020)
Keyphrases
- markov chain
- convolutional neural networks
- sleep apnea
- steady state
- markov process
- transition probabilities
- probabilistic automata
- stochastic process
- markov model
- finite state
- markov processes
- obstructive sleep apnea
- random walk
- convolutional network
- monte carlo method
- monte carlo
- monte carlo simulation
- transition matrix
- stationary distribution
- state space
- radial basis function neural network
- confidence intervals
- coarse to fine
- back propagation
- sufficient conditions
- sleep stage
- mutual information