Model selection for medical diagnosis decision support systems.
Paul MangiameliDavid WestRohit RampalPublished in: Decis. Support Syst. (2004)
Keyphrases
- medical diagnosis
- model selection
- decision support system
- expert systems
- cross validation
- decision support
- hyperparameters
- medical images
- regression model
- bayesian learning
- data warehouse
- sample size
- management system
- decision makers
- error estimation
- variable selection
- statistical inference
- medical knowledge
- machine learning
- generalization error
- information criterion
- medical decision support systems
- parameter estimation
- mixture model
- risk management
- feature selection
- case based reasoning
- database
- selection criterion
- gaussian process
- support systems
- clinical trials
- decision making
- marginal likelihood
- model selection criteria
- data analysis
- bayesian information criterion
- leave one out cross validation
- data mining
- knowledge acquisition