INS and type 1 diabetes mellitus: Vettoretti et al. [14] stress that, due to the huge amount of data collected from T1DM patients using CGM, AI techniques can give support to bolus insulin calculation [15] and BGC prediction [16,17,18,19], that is, predict future glycemic profiles based on present and past values of glycemia.