INS and type 1 diabetes mellitus: This is remarkable since the SARIMA and clustering-based approach use less information, CGM and mealtime only, while the ARIMAX also requires information about the CHO ingested and the amount of insulin administered, which represents a non-negligible drawback since the estimation of the correct amount of CHO and insulin is critical for subjects with T1D [37].