Early Detection of Sepsis in the Emergency Department using Dynamic Bayesian Networks.
Senthil K. NachimuthuPeter J. HaugPublished in: AMIA (2012)
Keyphrases
- early detection
- dynamic bayesian networks
- emergency department
- bayesian networks
- breast cancer
- approximate inference
- clinical data
- particle filtering
- vital signs
- lung cancer
- state variables
- gene regulatory networks
- structure learning
- graphical models
- disease outbreaks
- three dimensional
- logistic regression
- computer vision
- reinforcement learning
- medical data
- parameter estimation
- probabilistic model
- data mining
- probabilistic inference