Ontologies and Bayesian Networks in Medical Diagnosis.
Giacomo BucciValeriano SandrucciEnrico VicarioPublished in: HICSS (2011)
Keyphrases
- medical diagnosis
- bayesian networks
- diagnostic reasoning
- medical knowledge
- medical images
- semantic web
- medical diagnostic
- expert systems
- medical decision making
- knowledge representation
- knowledge base
- structure learning
- domain ontology
- semantic relationships
- medical information
- conditional independence
- probabilistic inference
- semantic web technologies
- hidden variables
- medical image processing
- expert knowledge
- databases
- inference in bayesian networks
- semantic relations
- domain specific
- ontology mapping
- probabilistic model
- probability distribution
- learning bayesian networks
- conditional probabilities
- knowledge based systems
- graphical models
- incomplete data
- knowledge discovery
- bayesian network classifiers
- semantic technologies
- probabilistic reasoning
- ontology alignment
- dynamic systems