Model predictive control of blood glucose in critically ill patients using Gaussian processes.
Carl-Friedrich BennerNikolai WeberSteffen LeonhardtMarian WalterPublished in: Autom. (2024)
Keyphrases
- gaussian processes
- blood glucose
- model predictive control
- blood pressure
- diabetic patients
- predictive control
- control system
- gaussian process
- diabetes mellitus
- gaussian process regression
- short term and long term
- gaussian process models
- multi task
- patient specific
- heart rate
- control strategy
- hyperparameters
- machine learning methods
- short term
- fault diagnosis