Diagnosis of Chronic Idiopathic Inflammatory Bowel Disease Using Bayesian Networks.
Nicandro Cruz-RamírezHéctor-Gabriel Acosta-MesaRocío-Erandi Barrientos-MartínezLuis-Alonso Nava-FernándezPublished in: CIARP (2006)
Keyphrases
- bayesian networks
- medical practice
- disease diagnosis
- diagnostic reasoning
- diagnostic process
- clinically relevant
- diagnostic tool
- early diagnosis
- medical doctors
- health care
- cardiovascular disease
- chronic disease
- model based diagnosis
- medical diagnosis
- conditional independence
- optic nerve
- learning bayesian networks
- medical knowledge
- fault diagnosis
- fault detection
- structure learning
- probabilistic inference
- probability distribution
- health status
- graphical models
- inference in bayesian networks
- random variables
- liver disease
- conditional probabilities
- probabilistic model
- information systems
- heart failure
- image registration
- naive bayes
- medical decision making
- computer aided
- patient data
- hidden variables