Dynamic Bayesian networks as prognostic models for clinical patient management.
Marcel van GervenBabs G. TaalPeter J. F. LucasPublished in: J. Biomed. Informatics (2008)
Keyphrases
- intensive care
- dynamic bayesian networks
- prognostic models
- decision support
- patient data
- intensive care unit
- bayesian networks
- health care
- particle filtering
- decision support system
- clinical data
- approximate inference
- clinical practice
- structure learning
- state variables
- information systems
- clinical trials
- patient care
- medical data
- classification trees
- medical images
- risk factors
- message passing
- visual tracking
- decision trees