Medical decision support system for extremely imbalanced datasets.

Swati Shilaskar Ashok Ghatol Prashant Chatur

Published 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