COMPUTER-IMPLEMENTED METHOD FOR PROVIDING A PERSONALIZED TOOL FOR ESTIMATING 1,5-ANHYDROGLUCITOL
First Claim
1. A computer-implemented method for providing a personalized tool for estimating depletion of 1,5-anhydroglucitol (1,5-Ag), comprising:
- maintaining an electronically-stored history of blood glucose levels for a patient in order of increasing age;
building a predictive model of estimated 1,5-Ag depletion on a computer workstation, comprising;
designating a depletion rate coefficient for 1,5-Ag and a renal threshold of blood glucose particularized to the patient;
determining hyperglycemic differences between the renal threshold and each glucose level that is in excess of the renal threshold; and
applying the depletion rate coefficient to each of the hyperglycemic differences as an estimate of depleted 1,5-Ag; and
displaying the estimate of depleted 1,5-Ag to the patient.
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Abstract
A computer-implemented method for providing a personalized tool for estimating 1,5-anhydroglucitol is provided. An electronically-stored history of empirically measured glucose levels is maintained for a patient over a set period of time in order of increasing age. A predictive model of estimated glycated hemoglobin is built on a computer workstation. A decay factor is designated particularized to the patient. The decay factor is applied to each of the measured glucose levels. The measured glucose levels is scaled by a scaling coefficient. The measured glucose levels are aggregated and scaled as decayed and scaled into an estimate of glycated hemoglobin for the time period. The glycated hemoglobin estimate is displayed to the patient on the computer workstation.
33 Citations
20 Claims
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1. A computer-implemented method for providing a personalized tool for estimating depletion of 1,5-anhydroglucitol (1,5-Ag), comprising:
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maintaining an electronically-stored history of blood glucose levels for a patient in order of increasing age; building a predictive model of estimated 1,5-Ag depletion on a computer workstation, comprising; designating a depletion rate coefficient for 1,5-Ag and a renal threshold of blood glucose particularized to the patient; determining hyperglycemic differences between the renal threshold and each glucose level that is in excess of the renal threshold; and applying the depletion rate coefficient to each of the hyperglycemic differences as an estimate of depleted 1,5-Ag; and displaying the estimate of depleted 1,5-Ag to the patient. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A computer-implemented method for providing a personalized tool for estimating 1,5-anhydroglucitol (1,5-Ag), comprising:
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maintaining an electronically-stored history of blood glucose levels for a patient during a set time period in order of increasing age; building a predictive model of estimated aggregate 1,5-Ag on a computer workstation, comprising; designating a depletion rate coefficient for 1,5-Ag, a repletion rate coefficient for 1,5-Ag, and a renal threshold of blood glucose particularized to the patient; determining hyperglycemic differences between the renal threshold and each glucose level that is in excess of the renal threshold; applying the depletion rate coefficient to each of the hyperglycemic differences as an estimate of depleted 1,5-Ag; estimating an ingested amount of 1,5-Ag for the patient that was consumed during the set time period; applying the repletion rate coefficient to the ingested amount of 1,5-Ag as an estimate of repleted 1,5-Ag; and matching the estimate of the depleted 1,5-Ag and the estimate of repleted 1,5-Ag based on their relative occurrence during the set time period; and displaying an aggregate of the matched estimates of the depleted 1,5-Ag and repleted 1,5-Ag to the patient. - View Dependent Claims (8, 9, 10, 11, 12, 13, 14, 15)
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16. A computer-implemented method for estimating glycemic affect through historical blood glucose data, comprising:
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maintaining an electronically-stored history of empirically measured glucose levels for a patient over a set period of time in order of increasing age; selecting one of the blood glucose levels from the history and determining a glycemic indicator based on the selected blood glucose level; selecting successive blood glucose levels from the history occurring at progressively recent times in the set period and revising the glycemic indicator based on the selected progressively recent blood glucose level; and displaying the glycemic indicator to the patient. - View Dependent Claims (17, 18, 19, 20)
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Specification