Analysis of the method for ventilation heterogeneity assessment using the Otis model and forced oscillations.
Jaroslaw GlapinskiJanusz MroczkaAdam G. PolakPublished in: Comput. Methods Programs Biomed. (2015)
Keyphrases
- mathematical model
- statistical model
- objective function
- qualitative evaluation
- evaluation model
- sensitivity analysis
- test data
- prior knowledge
- cost function
- probabilistic model
- similarity measure
- optimization method
- significant improvement
- analytical model
- evaluation method
- parameter estimation
- hybrid method
- closed form
- study proposes
- markov model
- high accuracy
- prediction model
- parameter space
- high order
- detection method
- theoretical analysis
- risk assessment
- optimization model
- reconstruction method
- regression analysis
- autoregressive
- modeling method
- linear model
- input data
- linear regression
- bayesian framework
- prior information
- pairwise
- classification method
- support vector machine
- computational model
- gaussian distribution
- hybrid model
- preprocessing
- artificial neural networks
- bayesian networks
- energy function
- clustering method
- em algorithm
- image segmentation