Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion.
Roch MolléroJakob A. HauserXavier PennecManasi DatarHervé DelingetteAlexander JonesNicholas AyacheTobias HeimannMaxime SermesantPublished in: FIMH (2017)
Keyphrases
- parameter estimation
- statistical models
- model selection
- random fields
- maximum likelihood
- least squares
- em algorithm
- parameter estimation algorithm
- model fitting
- markov random field
- parameter estimates
- estimation problems
- approximate inference
- gibbs sampling
- markov chain monte carlo
- maximum likelihood estimation
- expectation maximization
- posterior distribution
- parameter values
- pairwise
- experimental data
- statistical model
- data mining
- image segmentation
- parameter learning
- higher order