Granted Patent B2

US 12,287,327 · App. 17/752,597 · Granted Apr 29, 2025

Inventors: Benhur Aysin (Indianapolis, IN); Max Berg (Mannheim, DE); Siva Chittajallu (Indianapolis, IN)

Assignee: Roche Diabetes Care, Inc.

G01N33/521G06T7/0014G06T7/90G06T2207/10024G06T2207/20084G06T2207/30004

Abstract

Claims (31)

1. A method of determining a concentration of an analyte in a body fluid with a mobile device having a camera, the method comprising:

evaluating a plurality of analytical measurements and thereby determining a correlation wherein the correlation is configured for transforming color formation of a test field into an analyte concentration without requiring the use of a color reference card;

using the camera to capture an image of at least a part of an optical test strip having a test field;

determining an analyte concentration value from color formation of the test field of the optical test strip;

providing, in the mobile device, the correlation for transforming color formation of the test field into the analyte concentration;

providing, in the mobile device, an item of clearance information indicating a level of confidence for the correlation; and

when the item of clearance information indicates a sufficient level of confidence for the correlation, the mobile device providing an indication to a user that the capturing of the image does not require using a color reference card.

2. The method according to claim 1 , wherein the item of clearance information comprises a clearance information flag having a state indicating an insufficient level of confidence and a state indicating a sufficient level of confidence.

3. The method according to claim 1 , further comprising: when the item of clearance information indicates an insufficient level of confidence for the correlation, the mobile device indicating to a user that the capturing of the image requires capturing of an image of a color reference card.

4. The method according to claim 1 , wherein the correlation for transforming color formation of the test field into the analyte concentration comprises transforming an item of color information derived from the image into the analyte concentration.

5. A method of controlling analytical measurements using a mobile device having a camera, the method comprising:

I) a data collection process comprising:

(a) carrying out a plurality of analytical measurements, wherein the analytical measurements at least partly comprise capturing images of at least a part of an optical test strip having a test field by using the camera and further comprise capturing images of a color reference card;

(b) evaluating the plurality of analytical measurements and thereby determining a correlation configured for transforming color formation of the test field into an analyte concentration value without requiring using the color reference card;

© determining a level of confidence for the correlation determined in step (b);

(d) setting an item of clearance information indicating the level of confidence for the correlation; and

II) determining the concentration of an analyte in a body fluid with a process comprising:

using the camera to capture an image of at least a part of an optical test strip having a test field;

determining the analyte concentration value from color formation of the test field;

providing, in the mobile device, the correlation for transforming color formation of the test field into the analyte concentration value;

providing, in the mobile device, the item of clearance information indicating a level of confidence for the correlation; and

when the item of clearance information indicates a sufficient level of confidence for the correlation, the mobile device providing an indication to a user that the capturing of the image does not require using a color reference card.

6. The method according to claim 5 , wherein step (b) comprises evaluating the images captured in step (a) and thereby identifying similarities in at least some of the images.

7. The method according to claim 6 , wherein the identifying of similarities in at least some of the images comprises identifying similarities in groups of the images.

8. The method according to claim 5 , wherein step (b) comprises using an artificial neural network.

9. The method according to claim 5 , wherein step (d) comprises comparing the level of confidence with a predetermined threshold value, and, based on the comparison, setting the item of clearance information to a value indicating an insufficient level of confidence for measurements without using the color reference card or a sufficient level of confidence for measurements without using the color reference card, respectively.

10. A system for controlling analytical measurements, the system comprising: a mobile device having a camera; and wherein the system is configured for carrying out the method according to claim 5 .

11. The system according to claim 10 , further comprising an evaluation device configured for performing at least steps (b), (c) and (d).

12. The system according to claim 11 , wherein the evaluation device is separate from the mobile device and is configured for communicating with the mobile device, wherein the evaluation device is configured for transmitting the item of clearance information to the mobile device.

13. A non-transitory computer readable medium having stored thereon computer-executable instructions for the mobile device having the camera to perform the method of claim 1 .

14. A mobile device having a camera, the mobile device being configured for performing the method of determining a concentration of an analyte in a body fluid according to claim 1 .

Assignments (3)

Priority Claims (1)

Continuity (3)

References Cited (34)