The use of physician domain knowledge to improve the learning of rule-based models for decision-support.
Richard AmbrosinoBruce G. BuchananPublished in: AMIA (1999)
Keyphrases
- decision support
- domain knowledge
- prior knowledge
- learning algorithm
- decision support system
- learning systems
- data sets
- structured prediction
- unsupervised learning
- online learning
- accurate models
- learning models
- information retrieval
- management system
- decision making
- learning process
- reinforcement learning
- case study
- domain experts
- learned models
- learning rules
- knowledge base
- computational models
- learning problems
- domain independent
- graphical models
- probabilistic model
- data driven
- decision makers