Missing data in medical databases: Impute, delete or classify?
Federico CismondiAndré S. FialhoSusana M. VieiraShane R. RetiJoão Miguel da Costa SousaStan N. FinkelsteinPublished in: Artif. Intell. Medicine (2013)
Keyphrases
- missing data
- medical databases
- missing values
- knowledge extraction
- databases
- medical images
- data mining methods
- rule induction
- imputation methods
- incomplete data
- low rank
- structure from motion
- knowledge discovery
- multiple imputation
- data imputation
- data mining
- missing information
- matrix factorization
- decision trees
- imprecise data
- data mining techniques
- real world
- pattern recognition
- preprocessing
- database