Online Estimation Method for Respiratory Parameters Based on a Pneumatic Model.
Yan ShiJinglong NiuZhixin CaoMaolin CaiJian ZhuWeiqing XuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2016)
Keyphrases
- maximum likelihood estimation
- parameter estimation
- statistical model
- monte carlo simulation
- probabilistic model
- mathematical model
- prior knowledge
- prior information
- sensitivity analysis
- parameters estimation
- parametric models
- input data
- evaluation method
- objective function
- modeling method
- linear model
- linear regression model
- cost function
- estimation algorithm
- model fitting
- em algorithm
- autoregressive
- theoretical analysis
- similarity measure
- maximum likelihood estimator
- estimation process
- optimization method
- bayesian framework
- parameter space
- prediction model
- segmentation method
- estimated parameters
- kalman filter
- parameter estimates
- closed form
- transfer function
- probability distribution
- gaussian mixture
- support vector machine
- gaussian distribution
- parameter values
- expectation maximization
- least squares
- closed form solutions
- artificial neural networks
- weight vector
- maximum likelihood
- density estimation
- image reconstruction
- linear regression