Modified Sensor Calibration Algorithm
First Claim
1. A method for calibrating a characteristic sensor comprising:
- receiving a plurality of data values from the characteristic sensor;
obtaining a calibration reference value from another characteristic measuring device for the characteristic sensor;
comparing a parameter relating to at least one of the plurality of data values to a threshold value;
temporally correlating the calibration reference value with one of the plurality of data values using a first time delay if the parameter does not exceed the threshold value or with another one of the plurality of data values using a second time delay if the parameter is equal to or exceeds the threshold value;
calculating a calibration factor based on the calibration reference value and the data value temporally correlated with the calibration reference value; and
interpreting the plurality of data values using the calculated calibration factor.
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Accused Products
Abstract
A method of calibrating glucose monitor data includes collecting the glucose monitor data over a period of time at predetermined intervals, obtaining reference glucose values from a reference source that temporally correspond with the glucose monitor data obtained at the predetermined intervals, calculating the calibration characteristics using the reference glucose values and corresponding glucose monitor data to regress the obtained glucose monitor data, and calibrating the obtained glucose monitor data using the calibration characteristics. In additional embodiments, calculation of the calibration characteristics includes linear regression and, in particular embodiments, least squares linear regression. Alternatively, calculation of the calibration characteristics includes non-linear regression. Data integrity may be verified and the data may be filtered. Further, calibration techniques may be modified during a fast rate of change in the patient'"'"'s blood glucose level to increase sensor accuracy.
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Citations
20 Claims
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1. A method for calibrating a characteristic sensor comprising:
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receiving a plurality of data values from the characteristic sensor; obtaining a calibration reference value from another characteristic measuring device for the characteristic sensor; comparing a parameter relating to at least one of the plurality of data values to a threshold value; temporally correlating the calibration reference value with one of the plurality of data values using a first time delay if the parameter does not exceed the threshold value or with another one of the plurality of data values using a second time delay if the parameter is equal to or exceeds the threshold value; calculating a calibration factor based on the calibration reference value and the data value temporally correlated with the calibration reference value; and interpreting the plurality of data values using the calculated calibration factor. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A method for calibrating sensor data collected from a characteristic sensor comprising:
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obtaining a calibration reference value from another characteristic measuring device for the characteristic sensor; calculating a current calibration factor based on the calibration reference value and a current sensor data point; comparing a rate of change parameter relating to the current sensor data point to a threshold value; reducing a weight of the current calibration factor if the rate of change parameter is equal to or exceeds the threshold value; determining a calibration formula using the weighted current calibration factor; and interpreting the collected sensor data using the calibration formula. - View Dependent Claims (13, 14, 15)
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16. An apparatus for calibrating a characteristic sensor comprising:
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means for receiving a plurality of data values from the characteristic sensor; means for obtaining a calibration reference value from another characteristic measuring device for the characteristic sensor; means for comparing a parameter relating to at least one of the plurality of data values to a threshold value; means for temporally correlating the calibration reference value with one of the plurality of data values using a first time delay if the parameter does not exceed the threshold value or with another one of the plurality of data values using a second time delay if the parameter is equal to or exceeds the threshold value; means for calculating a calibration factor based on the calibration reference value and the data value temporally correlated with the calibration reference value; and means for interpreting the plurality of data values using the calculated calibration factor. - View Dependent Claims (17)
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18. An apparatus for calibrating sensor data collected from a characteristic sensor comprising:
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means for obtaining a calibration reference value from another characteristic measuring device for the characteristic sensor; means for calculating a current calibration factor based on the calibration reference value and a current sensor data point; means for comparing a rate of change parameter relating to the current sensor data point to a threshold value; means for reducing a weight of the current calibration factor if the rate of change parameter is equal to or exceeds the threshold value; means for determining a calibration formula using the weighted current calibration factor; and means for interpreting the collected sensor data using the calibration formula. - View Dependent Claims (19, 20)
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Specification