Determination of a Numerical Analysis Algorithm for the Regulation of Blood Sugar in Diabetics

Abstract

Acceptable glycemic control when examining the effects of meals was achieved when combining basal insulin therapy and high concentration insulin injection before a meal, when using a PID controller (Proportionality, Integrity and Derivative actions) alone, when using a PID controller with basal insulin therapy and when combining the three methods of insulin delivery. Naturally, a type 1 diabetic must inject himself with insulin in well-measured doses. Thus, the management and control of diabetes become a complex task when one must be considered the disturbance due to nutrition and sports activity. This concern has been at the center of much research through different approaches through mathematical methods and Artificial Intelligence methods. This article simulates a physiological model of glycemic control in type 1 diabetics by a PID regulatory mechanism, in the context of disturbances caused by the patient's meals and athletic activity.

Predictive Analysis of Diabetes Without Data Pre-Processing via the Evaluation of Tree Algorithms

“…The Bergman model resulting from their study has inspired many other such studies. The authors of [7] For example, the authors of Bergman considered the natural glucose disturbing factors of eating and physical activity in diabetic scenarios (obese and non-obese). Their conclusion is that obesity is a syndrome of insulin resistance, because insulin variations in obese diabetics are disturbed and the peaks are higher.…”