Predicting Within-24h Visualisation of Hospital Clinical Reports Using Bayesian Networks.
Pedro Pereira RodriguesCristiano Inácio LemesCláudia Camila DiasRicardo Cruz-CorreiaPublished in: EPIA (2015)
Keyphrases
- bayesian networks
- diagnostic imaging
- patient records
- patient care
- clinical information
- intensive care unit
- clinical decision support systems
- hospital information systems
- graphical models
- medical information
- health care
- discharge summaries
- structure learning
- clinical practice
- probability distribution
- medical doctors
- medical data
- clinical data
- intensive care
- probabilistic model
- operating room
- clinical decision support
- inference in bayesian networks
- patient groups
- bayesian network classifiers
- patient data
- learning bayesian networks
- medical records
- clinical trials
- home care
- high risk
- clinical guidelines
- conditional probabilities
- care delivery
- medical practice
- free text
- probabilistic inference
- decision support system
- conditional independence
- health related
- clinically relevant