Diabetes management therapy advisor
First Claim
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 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.
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Accused Products
Abstract
A method includes obtaining training data for a plurality of patients of a patient population. The training data includes training blood glucose history data including treatment doses of insulin administered by the patients of the patient population and one or more outcome attributes associated with each treatment dose. The method also includes identifying, for each patient of the patient population, one or more optimum treatment doses of insulin from the treatment doses yielding favorable outcome attributes. The method also includes receiving patient-state information for the treated patient, determining a next recommended treatment dose of insulin for the treated patient based on one or more of the identified optimum treatment doses associated with the 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.
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Citations
30 Claims
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1. A method for determining a treatment dose for a treated patient, the method comprising:
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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. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
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16. A system comprising:
a dosing controller including data processing hardware and memory hardware in communication with the data processing hardware, the dosing controller; obtaining 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 an optimum meal bolus of insulin associated with the scheduled time interval that yields the most favorable output come attribute; receiving patient-state information for a treated patient; determining 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 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. - View Dependent Claims (17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30)
Specification