These decisions, for example, the number and type of insulininjections and insulin dosage [15], are made according to model-based oralgorithmic-based decision support systems, such as DIAS, AIDA, and T-IDDM [15].Insulin injections are usually performed by using the subcutaneous (SC) routedue to its management and safety. Here, INS is linked to type 1 diabetes mellitus.