Use of the C4.5 machine learning algorithm to test a clinical guideline-based decision support system.
Jean-Baptiste LamyAnis ElliniVahid EbrahiminiaJean-Daniel ZuckerHector FalcoffAlain VenotPublished in: MIE (2008)
Keyphrases
- decision support system
- clinical practice guidelines
- learning algorithm
- clinical trials
- decision support
- clinical decision support systems
- intensive care
- clinical guidelines
- decision makers
- decision making
- expert systems
- case based reasoning
- intensive care unit
- risk management
- data warehouse
- agent based architecture
- management system
- multicriteria decision making
- medical decision support systems
- decision process
- clinical practice
- training data
- damage assessment
- diagnostic process
- management information systems
- medical knowledge
- patient data
- machine learning
- medical domain
- early warning
- real world
- medical diagnosis
- relational databases
- decision trees
- information systems