GLUCOSE MONITOR CALIBRATION METHODS

Patent №

US 6,424,847

Granted

2002-07-23

Filed 2000

Owner

MINIMED INC.

Lab

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09511580

A method of calibrating glucose monitor data includes collecting the glucose monitor data over a period of time at predetermined intervals. It also includes obtaining at least two reference glucose values from a reference source that temporally correspond with the glucose monitor data obtained at the predetermined intervals. Also included is calculating the calibration characteristics using the reference glucose values and the corresponding glucose monitor data to regress the obtained glucose monitor data. And calibrating the obtained glucose monitor data using the calibration characteristics is included. In preferred embodiments, the reference source is a blood glucose meter, and the at least two reference glucose values are obtained from blood tests. In additional embodiments, the calculation of the calibration characteristics is obtained using linear regression and in particular embodiments, least squares linear regression. Alternatively, the calculation of the calibration characteristics is obtained using non-linear regression.

PlanningA61B 5/14532A61M 2005/1726

AI classification

Planning0.96
Evolutionary computation0.36
Vision0.03
AI hardware0.00
Natural language0.00
Knowledge representation0.00
Machine learning0.00
Speech0.00

Ownership

MINIMED INC.

assignment · 108750798

Assignors

MASTROTOTARO, JOHN J., GROSS, TODD M., SHIN, JOHN J.

On an employer assignment, the assignors are typically the inventors.

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