Model Selection Based Algorithm in Neonatal Chest EIT.
Nima SeifNaraghiSerena De GelidiSven NordeboMerja KallioInéz FrerichsAndrew TizzardMaria Suo-PalosaariLouiza SophocleousAnton H. van KaamErich SorantinAndreas DemosthenousRichard H. BayfordPublished in: IEEE Trans. Biomed. Eng. (2021)
Keyphrases
- model selection
- parameter estimation
- k means
- motion segmentation
- learning algorithm
- hyperparameters
- likelihood function
- selection criterion
- expectation maximization
- machine learning
- cross validation
- closed form
- sample size
- bayesian learning
- bayesian methods
- bayesian framework
- worst case
- similarity measure
- prior information
- segmentation algorithm
- generalization error
- probabilistic model
- objective function
- training data
- model selection criteria