A Bayesian Framework to Identify Type 1 Diabetes Physiological Models Using Easily Accessible Patient Data.
Giacomo CapponAndrea FacchinettiGiovanni SparacinoSimone Del FaveroPublished in: EMBC (2019)
Keyphrases
- bayesian framework
- patient data
- prior knowledge
- easily accessible
- generative model
- medical data
- prior distribution
- gaussian process
- bayesian formulation
- posterior probability
- maximum a posteriori
- posterior distribution
- physiological data
- clinical data
- bayesian methods
- data sets
- health care
- heart rate
- image data
- expert systems
- decision trees
- learning algorithm