Title :
Enhanced mathematical model of postprandial glycemic excursion in diabetics using rapid-acting insulin
Author :
Noguchi, Claudia Cecilia Yamamoto ; Furutani, Eiko ; Sumi, Shoichiro
Author_Institution :
Dept. of Electr. Eng., Kyoto Univ., Kyoto, Japan
Abstract :
We present some improvements to our previous model of postprandial glucose excursion in diabetics under rapid-acting insulin therapy. In the glucose sub-model, we correct Glycemic Index values from the glucose relative function and as a result, adjust absorption rate parameters for carbohydrates. In the insulin sub-model, we modify Shimoda insulin model parameters to obtain a more realistic representation of the effect of rapid-acting insulin on glycemic levels. Additionally, we derive a more intelligible expression of the relative exogenous insulin function. Results from computer simulations show that our enhanced model is now accurate throughout the GI range of carbohydrates.
Keywords :
biochemistry; blood; diseases; medical computing; medical control systems; molecular biophysics; Shimoda insulin model; absorption rate parameters; carbohydrates; diabetics; glucose-insulin control algorithms; glycemic index values; postprandial glucose excursion; postprandial glycemic excursion; rapid-acting insulin therapy; Absorption; Adaptation models; Biological system modeling; Diabetes; Insulin; Mathematical model; Sugar; Bergman minimal model; Shimoda insulin model; glucose relative response; glucose-insulin model; glycemic index; insulin-dependent diabetes; postprandial glycemia;
Conference_Titel :
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location :
Akita
Print_ISBN :
978-1-4673-2259-1