A Bayesian Network for Probabilistic Reasoning and Imputation of Missing Risk Factors in Type 2 Diabetes.
Francesco SamboAndrea FacchinettiLiisa HakasteJasmina KravicBarbara Di CamilloGiuseppe FicoJaakko TuomilehtoLeif GroopRafael GabrielTuomi TiinamaijaClaudio CobelliPublished in: AIME (2015)
Keyphrases
- probabilistic reasoning
- risk factors
- bayesian networks
- missing data
- missing values
- high risk
- incomplete data
- probabilistic inference
- diabetes mellitus
- cardiovascular disease
- risk assessment
- risk management
- blood pressure
- first order logic
- constraint satisfaction
- statistical methods
- belief networks
- logic programming
- graphical models
- knowledge representation
- qualitative probabilistic networks
- random variables
- conditional independence
- logic programs
- image segmentation
- conditional probabilities
- structure learning
- constraint satisfaction problems
- higher order
- medical practitioners