Automated Insulin Delivery for Type 1 Diabetes Mellitus Patients using Gaussian Process-based Model Predictive Control.
Lukas OrtmannDawei ShiEyal DassauFrancis J. DoyleBerno J. E. MisgeldSteffen LeonhardtPublished in: ACC (2019)
Keyphrases
- diabetes mellitus
- gaussian process
- model predictive control
- diabetic patients
- gaussian processes
- gaussian process regression
- regression model
- predictive control
- risk factors
- model selection
- semi supervised
- latent variables
- bayesian framework
- blood glucose
- hyperparameters
- control system
- maximum likelihood
- machine learning
- control scheme
- type ii
- sample size
- pairwise