Predictive Strength of Bayesian Networks for Diagnosis of Depressive Disorders.
Blessing OjemeAudrey MboghoPublished in: KES-IDT (1) (2016)
Keyphrases
- bayesian networks
- diagnostic reasoning
- model based diagnosis
- probabilistic reasoning
- medical diagnosis
- fault diagnosis
- conditional probabilities
- graphical models
- probabilistic inference
- learning bayesian networks
- predictive model
- probability distribution
- structure learning
- model based reasoning
- predictive modeling
- fault detection
- naive bayes
- bayesian network learning
- junction tree
- attention deficit hyperactivity disorder
- neurodegenerative diseases
- conditional independence
- probabilistic model
- complex domains
- causal reasoning
- incomplete data
- root cause
- dynamic systems
- expert knowledge
- medical diagnostic
- diagnostic process
- automatic diagnosis
- machine learning
- data sets