Predicting the probability of survival in intensive care unit patients from a small number of variables and training examples.
Oscar LuacesFrancisco TaboadaGuillermo M. AlbaicetaLuis A. DomínguezPedro EnríquezAntonio BahamondePublished in: Artif. Intell. Medicine (2009)
Keyphrases
- training examples
- intensive care unit
- small number
- intensive care
- intensive care units
- decision support system
- high risk
- blood pressure
- cardiac surgery
- clinical data
- medical data
- active learning
- medical knowledge
- learning algorithm
- class labels
- supervised learning
- training set
- decision support
- support vector
- variable selection
- labeled data
- training samples
- information retrieval
- unlabeled data
- database
- data warehouse
- association rules
- data analysis
- training data