We exemplify the application of mathematical and statistical techniques to the analysis of biomedical data by addressing a problem of practical importance in diabetology clinics, that of assessing the severity of Type 2 Diabetes Mellitus by estimating the degree of insulin sensitivity of resistance of a given patient.