Applying PRIM (Patient Rule Induction Method) and logistic regression for selecting high-risk subgroups in very elderly ICU patients.
Barry NanningsAmeen Abu-HannaEvert de JongePublished in: Int. J. Medical Informatics (2008)
Keyphrases
- logistic regression
- high risk
- instance based learning
- rule induction
- error rate
- logistic regression models
- intensive care unit
- decision trees
- decision rules
- decision making
- intensive care
- nearest neighbor
- patient data
- clinical data
- machine learning methods
- classification trees
- medical data
- statistical methods
- neural network
- pattern recognition
- similarity measure
- feature selection
- learning algorithm