abstract |
A computer-implemented method of detecting a missed bolus comprises: receiving blood glucose values and bolus information regarding a person with diabetes, the blood glucose values and the bolus information relating to a period of time; classifying, based on the blood glucose values and the bolus information, each of multiple time periods within the period of time regarding whether the time period is associated with ingestion of a meal by the person; performing regression analysis on the classified multiple time periods to identify a first time period of the classified multiple time periods as corresponding to a beginning of the meal, wherein the bolus information indicates no bolus associated with the identified first time period; and associating, based on the regression analysis, a missed bolus event with the meal. |