INS and type 1 diabetes mellitus: Previous studies have extensively focused on predicting glucose level for T1DM by engineering an artificial pancreas and simulating its insulin delivery to assist with the glycemic control of T1DM, and most predicting approaches are building upon physiological modeling [48].