Also, the development of new smartphone apps designed for people with type 1 diabetes can improve time in range and diminish time below range by suggesting the appropriate amount of carbs before or after exercise and by helping the patient to adjust his/her insulin regimen [144,145]. Here, INS is linked to type 1 diabetes mellitus.