Comparing Bayesian inference and case-based reasoning as support techniques in the diagnosis of Acute Bacterial Meningitis.
Ernesto Ocampo EdyeMariana Maceiras CabreraSilvia Herrera DelgadoCecilia MaurenteDaniel RodríguezMiguel-Ángel SiciliaPublished in: Expert Syst. Appl. (2011)
Keyphrases
- bayesian inference
- case based reasoning
- probabilistic model
- hierarchical bayesian
- prior information
- bayesian model
- statistical inference
- hyperparameters
- variational inference
- decision support system
- weighted model counting
- hidden variables
- variational bayes
- model based diagnosis
- particle filter
- gibbs sampler
- graphical models
- knowledge base