Dynamic Insulin Basal Needs Estimation and Parameters Adjustment in Type 1 Diabetes.
Jesús BeriánIgnacio G. BravoAlfredo Gardel VicenteJosé Luis Lázaro GalileaMercedes RiglaPublished in: Sensors (2021)
Keyphrases
- parameter estimation
- diabetes mellitus
- diabetic patients
- maximum likelihood estimation
- accurate estimation
- long term
- parameters estimation
- measured data
- closed form solutions
- parametric models
- medical data
- parameter settings
- sensitivity analysis
- estimation process
- maximum likelihood
- blood glucose
- real time
- controller synthesis
- expectation maximization
- least squares
- probabilistic model
- evolutionary algorithm
- information systems
- neural network