Using Bayesian Networks to Predict Survival of Liver Transplant Patients.
Nathan R. HootDominik AronskyPublished in: AMIA (2005)
Keyphrases
- bayesian networks
- liver disease
- survival prediction
- ct images
- probabilistic reasoning
- kaplan meier
- inference in bayesian networks
- bayesian network classifiers
- patient data
- clinical data
- incomplete data
- graphical models
- clinical studies
- probability distribution
- structure learning
- expert knowledge
- conditional probabilities
- high risk
- probabilistic model
- breast cancer patients
- learning bayesian networks
- survival data
- decision trees
- medical data
- medical doctors
- tissue characterization
- blood pressure
- deformable models
- bayesian belief networks
- conditional independence