Virtual Intensive Care Unit (ICU): Real-Time Simulation Environment Applying Hybrid Approach Using Dynamic Bayesian Networks and ODEs.
Ciamak AbkaiJürgen HesserPublished in: MMVR (2009)
Keyphrases
- intensive care unit
- simulation environment
- dynamic bayesian networks
- intensive care units
- intensive care
- decision support system
- high risk
- blood pressure
- bayesian networks
- medical data
- simulation model
- particle filtering
- clinical data
- structure learning
- state variables
- approximate inference
- medical knowledge
- risk factors
- monitoring system
- machine learning
- patient data
- decision support
- decision trees