Risk prediction of heart failure in patients with ischemic heart disease using network analytics and stacking ensemble learning.
Dejia ZhouHang QiuLiya WangMinghui ShenPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- heart disease
- ensemble learning
- heart failure
- medical diagnosis
- ensemble methods
- generalization ability
- prediction accuracy
- base classifiers
- medical practitioners
- clinical decision support systems
- medical records
- random forest
- concept drift
- risk factors
- feature selection
- prediction model
- decision trees
- high risk
- benchmark datasets