A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care.
Ameen Abu-HannaNicolette de KeizerPublished in: AIME (2001)
Keyphrases
- intensive care
- prognostic models
- classification trees
- decision trees
- logistic regression
- decision support
- training data
- patient data
- decision support system
- health care
- inductive learning
- logistic regression models
- tree models
- prostate cancer
- intensive care unit
- risk factors
- random forests
- regression trees
- survival analysis
- machine learning
- neural network
- class distribution
- computer aided
- decision rules
- regression model
- genetic programming
- knowledge discovery
- knowledge base