INS and diabetes mellitus: Other algorithms have been tested clinically, such as fuzzy logic, which is developed from qualitative approximations of clinical judgment by diabetes practitioners [25], a combination of MPC and PID algorithms for insulin and glucagon delivery [19], or a PID with insulin feedback [26].