| 主权项 |
1. 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 doses of insulin administered by the patients of the patient population and one or more outcome attributes associated with each treatment dose of insulin administered by the patients of the patient population; for each patient of the patient population, identifying, using the data processing hardware, one or more optimum treatment doses of insulin from the treatment doses of insulin yielding favorable outcome attributes; receiving, at the data processing hardware, patient-state information for the treated patient; determining, using the data processing hardware, a next recommended treatment dose of insulin for the treated patient based on one or more of the identified optimum treatment doses associated with patients of the patient population having training patient-state information similar to the patient-state information for the treated patient; and transmitting the next recommended treatment dose to a portable device associated with the treated patient, the portable device configured to display the next recommended insulin dose. |
