Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection.
Tony WangTom VelezEmilia ApostolovaTim TschampelThuy L. NgoJoy HardisonPublished in: CoRR (2018)
Keyphrases
- intensive care unit
- semantically enhanced
- risk factors
- high risk
- dynamic bayesian networks
- blood pressure
- prognostic models
- intensive care units
- intensive care
- risk management
- risk assessment
- clinical data
- decision support system
- bayesian networks
- approximate inference
- document representation
- structure learning
- data mining
- state variables
- medical data
- health care
- parameter estimation
- graphical models