Model selection for a medical diagnostic decision support system: a breast cancer detection case.
David WestVivian WestPublished in: Artif. Intell. Medicine (2000)
Keyphrases
- model selection
- decision support system
- medical diagnostic
- cross validation
- breast cancer detection
- decision support
- hyperparameters
- parameter estimation
- regression model
- decision makers
- management system
- decision making
- mixture model
- case based reasoning
- multicriteria decision making
- expert systems
- sample size
- machine learning
- parameter determination
- feature selection
- variable selection
- selection criterion
- statistical inference
- model selection criteria
- medical diagnosis
- medical image processing
- artificial intelligence
- information criterion
- data warehouse
- early stage
- x ray
- agent based architecture
- objective function
- database systems
- medical decision support systems