Bayesian Networks Aplied to Therapy Monitoring
Carlo BerzuiniDavid J. SpiegelhalterRiccardo BellazziPublished in: CoRR (2013)
Keyphrases
- bayesian networks
- medical devices
- real time
- conditional independence
- learning bayesian networks
- conditional probabilities
- graphical models
- probabilistic reasoning
- structure learning
- condition monitoring
- probability distribution
- inference in bayesian networks
- intensive care unit
- data mining
- probabilistic inference
- decision support
- probabilistic model
- patient monitoring
- intensive care
- diagnostic reasoning
- probabilistic modeling
- hidden variables
- incomplete data
- decision support system
- decision making