INS and type 1 diabetes mellitus: For example, regarding type 1 diabetes, a new generation of closed-loop (CL) systems, based on AI/ML algorithms that are able to continuously evaluate plasma glucose and insulin levels as well as deliver appropriate doses of insulin, has been recently developed; these systems enable the instant prediction of both hyperglycemic and hypoglycemic fluctuation [33].