Heuristic Approximation of the MAP Estimator for Automatic Two-channel Sleep Staging.
Shirin RiazyTilo WendlerJürgen PilzMartin GlosThomas PenzelPublished in: BIOSIGNALS (2017)
Keyphrases
- maximum a posteriori
- least squares
- central limit theorem
- maximum likelihood
- sleep apnea
- worst case analysis
- error estimation
- approximation error
- importance sampling
- fully automatic
- search algorithm
- error bounds
- multi channel
- semi automatic
- simulated annealing
- markov random field
- dynamic programming
- error estimates
- neural network