Keyphrases
- bayesian networks
- diagnostic reasoning
- conditional independence
- graphical models
- probabilistic inference
- expert systems
- probabilistic reasoning
- medical diagnosis
- diagnostic knowledge
- probabilistic model
- causal relationships
- diagnostic imaging
- learning bayesian networks
- structure learning
- model based diagnosis
- influence diagrams
- incomplete data
- data sets
- multiply sectioned bayesian networks
- decision making
- differential diagnosis
- probability distribution
- conditional probabilities
- expert knowledge
- inference in bayesian networks
- cancer detection
- causal knowledge
- bayesian network learning
- random variables
- bayesian network classifiers
- student modeling
- special case
- variable elimination
- medical diagnostic
- bayesian network structures
- naive bayes