Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes.
Andrei V. KelarevJemal H. AbawajyAndrew StranieriHerbert F. JelinekPublished in: Int. J. Data Warehous. Min. (2013)
Keyphrases
- decision tree ensembles
- high risk
- random forests
- cardiovascular disease
- blood glucose
- monitoring system
- continuous monitoring
- patient specific
- risk factors
- chronic disease
- ensemble methods
- health care
- decision trees
- random forest
- medical diagnosis
- data sets
- intensive care unit
- diabetic patients
- similarity measure
- medical data
- coronary artery
- heart disease
- prediction accuracy
- machine learning algorithms