Data mining and modeling to predict the necessity of vasopressors for ICU patients.
Jose M. RodriguesAndré S. FialhoSusana M. VieiraLuís F. MendonçaJoão M. C. SousaPublished in: FUZZ-IEEE (2013)
Keyphrases
- data mining
- intensive care units
- clinical data
- medical data
- intensive care unit
- knowledge discovery in databases
- pattern mining
- data mining tasks
- monitoring system
- knowledge discovery
- association rules
- data mining algorithms
- cluster analysis
- decision making
- predictive modeling
- machine learning
- data mining techniques
- web intelligence
- text mining
- information systems