Bayesian Networks for Cardiovascular Monitoring.
Jennifer M. RobertsTushar Anil ParlikarThomas HeldtGeorge C. VerghesePublished in: EMBC (2006)
Keyphrases
- bayesian networks
- monitoring system
- real time
- structure learning
- conditional independence
- conditional probabilities
- bayesian network learning
- graphical models
- probabilistic inference
- incomplete data
- probabilistic model
- bayesian belief networks
- inference in bayesian networks
- random variables
- genetic algorithm
- parameter learning
- complex domains
- early warning
- learning bayesian networks
- condition monitoring
- diagnostic reasoning
- probabilistic knowledge
- data sets