Out of hours workload management: Bayesian inference for decision support in secondary care.
Iker PerezMichael A. BrownJames PinchinSarah MartindaleSarah SharplesDominick ShawJohn BlakeyPublished in: Artif. Intell. Medicine (2016)
Keyphrases
- bayesian inference
- decision support
- probabilistic model
- prior information
- decision support system
- hyperparameters
- bayesian model
- decision making
- variational bayes
- data warehouse
- decision makers
- root cause analysis
- statistical inference
- particle filter
- business intelligence
- clinical decision support systems
- data warehousing
- health care
- knowledge management
- gibbs sampler
- variational inference
- product configuration
- expectation propagation
- management system
- hidden variables
- prior distribution
- weighted model counting
- bayesian models
- reinforcement learning
- cross validation
- regression model
- graphical models
- knowledge discovery
- dynamic programming
- expert systems