Mutual Information Preconditioning Improves Structure Learning of Bayesian Networks From Medical Databases.
Antonella MeloniAndrea RipoliVincenzo PositanoLuigi LandiniPublished in: IEEE Trans. Inf. Technol. Biomed. (2009)
Keyphrases
- structure learning
- medical databases
- bayesian networks
- mutual information
- knowledge extraction
- graphical models
- conditional independence
- databases
- parameter learning
- rule induction
- medical images
- image registration
- bayesian network classifiers
- knowledge discovery
- similarity measure
- bayesian network structures
- probabilistic model
- feature selection
- structure learning algorithm
- markov blanket
- data mining methods
- markov logic networks
- random variables
- probability distribution
- conditional probabilities
- probabilistic reasoning
- transfer learning
- parameter estimation
- hidden variables
- markov networks
- sample size
- belief propagation
- image processing