A predictive model for the early identification of patients at risk for a prolonged intensive care unit length of stay.
Andrew A. KramerJack E. ZimmermanPublished in: BMC Medical Informatics Decis. Mak. (2010)
Keyphrases
- intensive care
- predictive model
- unit length
- intensive care units
- patient data
- health care
- decision support
- decision support system
- intensive care unit
- historical data
- classification trees
- artificial neural networks
- decision trees
- prediction model
- neural network
- prognostic models
- regression trees
- high risk
- probabilistic model
- risk management
- information systems
- classification rules
- classification models
- logistic regression
- risk assessment
- benchmark datasets
- decision makers
- support vector machine
- decision making
- machine learning