Insulin dosage optimization based on prediction of postprandial glucose excursions under uncertain parameters and food intake.
Maira García-JaramilloRemei CalmJorge BondiaCristina TarínJosep VehíPublished in: Comput. Methods Programs Biomed. (2012)
Keyphrases
- parameter optimization
- prediction accuracy
- linear regression model
- fine tuning
- decision making
- optimization algorithm
- highly non linear
- global optimization
- prediction model
- diabetes mellitus
- maximum likelihood
- optimization process
- neural network
- sensitivity analysis
- optimization criteria
- optimal design
- parameter values
- controller synthesis
- parameter settings
- response surface
- blood glucose
- root mean square error
- optimization methods
- combinatorial optimization
- optimization method
- multi agent
- image sequences
- genetic algorithm