Early prediction of sepsis using a high-order Markov dynamic Bayesian network (HMDBN) classifier.
Siwen ZhangYongrui DuanFenggang HouGuoliang YanShufang LiHaihui WangLiang ZhouPublished in: Appl. Intell. (2023)
Keyphrases
- high order
- dynamic bayesian networks
- higher order
- pairwise
- low order
- prediction accuracy
- decision trees
- training data
- feature selection
- learning algorithm
- bayesian logistic regression
- lower order
- markov model
- approximate inference
- markov random field
- training set
- support vector
- class labels
- particle filtering
- state variables
- bayesian networks
- face recognition
- image processing
- machine learning