On the Use of Graphical Models to Study ICU Outcome Prediction in Septic Patients Treated with Statins.
Vicent J. RibasJesús Caballero LopezAnna Sáez de TejadaJuan Carlos Ruiz-RodríguezAdolfo Ruiz-SanmartinJordi RelloAlfredo VellidoPublished in: CIBB (2011)
Keyphrases
- graphical models
- belief propagation
- probabilistic inference
- outcome prediction
- bayesian networks
- probabilistic model
- conditional random fields
- approximate inference
- probabilistic graphical models
- structure learning
- clinical data
- markov networks
- intensive care units
- factor graphs
- conditional independence
- link prediction
- data analysis
- support vector