Accurate carbohydrate counting is crucial for type 1 diabetes mellitus patients on intensive insulin therapy to get on-target blood glucose values. So, it fundamental assess their ability estimate meals’ content and, if needed, recommend training. In this context, we propose a personalized data-driven approach monitor the patients’ of meals. The proposed uses data compute safe range error accor...