Medical decision support system for extremely imbalanced datasets.
Swati ShilaskarAshok GhatolPrashant ChaturPublished in: Inf. Sci. (2017)
Keyphrases
- decision support system
- imbalanced datasets
- medical decision support systems
- cost sensitive learning
- learning from imbalanced data
- decision support
- diagnostic process
- class imbalance
- sampling methods
- imbalanced data
- decision trees
- intensive care
- class distribution
- expert systems
- clinical decision support systems
- decision makers
- case based reasoning
- feature selection algorithms
- training dataset
- ensemble methods
- decision making
- management system
- data warehouse
- clinical trials
- minority class
- data mining
- random sampling