Diabetes management therapy advisor

A method for determining a treatment dose for a treated patient, the method comprising:

• obtaining, at data processing hardware, training data for a plurality of patients of a patient population from memory hardware in communication with the data processing hardware, the training data comprising training blood glucose history data and training patient-state information for each patient of the patient population, the training blood glucose history data comprising treatment meal boluses of insulin administered by each patient of the patient population during a scheduled time interval within a day and an outcome attribute associated with each of the treatment meal boluses of insulin administered by the patients of the patient population during the scheduled time interval;
• for each patient of the patient population, identifying, using the data processing hardware, an optimum meal bolus of insulin associated with the scheduled time interval that yields the most favorable output come attribute;
• receiving, at the data processing hardware, patient-state information for a treated patient;
• determining, using the data processing hardware, a next recommended treatment meal bolus of insulin for administration during the scheduled time interval for the treated patient based on one or more of the identified optimum treatment meal boluses of insulin associated with patients of the patient population having training patient-state information similar to the patient-state information for the treated patient;
• and
• administrating insulin to the treated patient during the scheduled time interval by transmitting the next recommended treatment meal bolus of insulin from the data processing hardware to an administration device, the next recommended treatment meal bolus of insulin when received from the data processing hardware causing the administration device to administer the next recommended treatment meal bolus of insulin during the scheduled time interval.