The proposed model was validated using the publicly available OhioT1DM datasets [26], which consisted of data from 12 T1D patients (seven males and five females) aged 20 to 80 years, using Medtronic 530G or 630G insulin pumps. Here, INS is linked to type 1 diabetes mellitus.