scholarly journals Self-tuning insulin adjustment algorithm for type 1 diabetic patients based on multi-doses regime

2005 ◽  
Vol 2 (2) ◽  
pp. 61-71 ◽  
Author(s):  
D. U. Campos-Delgado ◽  
R. Femat ◽  
M. Hernández-Ordoñez ◽  
A. Gordillo-Moscoso
2005 ◽  
Vol 2 (2) ◽  
pp. 61-71 ◽  
Author(s):  
D. U. Campos-Delgado ◽  
R. Femat ◽  
M. Hernández-Ordoñez ◽  
A. Gordillo-Moscoso

A self-tuning algorithm is presented for on-line insulin dosage adjustment in type 1 diabetic patients (chronic stage). The algorithm suggested does not need information of the patient insulin–glucose dynamics (model-free). Three doses are programmed daily, where a combination of two types of insulin: rapid/short and intermediate/long acting is injected into the patient through a subcutaneous route. The doses adaptation is performed by reducing the error in the blood glucose level from euglycemics. In this way, a total of five doses are tuned per day: three rapid/short and two intermediate/long, where there is large penalty to avoid hypoglycemic scenarios. Closed-loop simulation results are illustrated using a detailed nonlinear model of the subcutaneous insulin–glucose dynamics in a type 1 diabetic patient with meal intake.


2014 ◽  
Author(s):  
Merve Yilmaz ◽  
Arzu Gedik ◽  
Simge Yilmaz ◽  
Belgin Bektas ◽  
Dilek Cimrin ◽  
...  

2017 ◽  
Author(s):  
Federica Ermetici ◽  
Silvia Briganti ◽  
Stefano Benedini ◽  
Roberto Codella ◽  
Paola Maffi ◽  
...  

2019 ◽  
Vol 22 (09) ◽  
pp. 154-160
Author(s):  
Hasanain Khaleel Shareef ◽  
Ahmed Adil Ali ◽  
Rafah F. Al-Jebori

2001 ◽  
Vol 281 (5) ◽  
pp. E1029-E1036 ◽  
Author(s):  
Raymond R. Russell ◽  
Deborah Chyun ◽  
Steven Song ◽  
Robert S. Sherwin ◽  
William V. Tamborlane ◽  
...  

Insulin-induced hypoglycemia occurs commonly in intensively treated patients with type 1 diabetes, but the cardiovascular consequences of hypoglycemia in these patients are not known. We studied left ventricular systolic [left ventricular ejection fraction (LVEF)] and diastolic [peak filling rate (PFR)] function by equilibrium radionuclide angiography during insulin infusion (12 pmol · kg−1 · min−1) under either hypoglycemic (∼2.8 mmol/l) or euglycemic (∼5 mmol/l) conditions in intensively treated patients with type 1 diabetes and healthy nondiabetic subjects ( n = 9 for each). During hypoglycemic hyperinsulinemia, there were significant increases in LVEF (ΔLVEF = 11 ± 2%) and PFR [ΔPFR = 0.88 ± 0.18 end diastolic volume (EDV)/s] in diabetic subjects as well as in the nondiabetic group (ΔLVEF = 13 ± 2%; ΔPFR = 0.79 ± 0.17 EDV/s). The increases in LVEF and PFR were comparable overall but occurred earlier in the nondiabetic group. A blunted increase in plasma catecholamine, cortisol, and glucagon concentrations occurred in response to hypoglycemia in the diabetic subjects. During euglycemic hyperinsulinemia, LVEF also increased in both the diabetic (ΔLVEF = 7 ± 1%) and nondiabetic (ΔLVEF = 4 ± 2%) groups, but PFR increased only in the diabetic group. In the comparison of the responses to hypoglycemic and euglycemic hyperinsulinemia, only the nondiabetic group had greater augmentation of LVEF, PFR, and cardiac output in the hypoglycemic study ( P < 0.05 for each). Thus intensively treated type 1 diabetic patients demonstrate delayed augmentation of ventricular function during moderate insulin-induced hypoglycemia. Although diabetic subjects have a more pronounced cardiac response to hyperinsulinemia per se than nondiabetic subjects, their response to hypoglycemia is blunted.


Sign in / Sign up

Export Citation Format

Share Document