The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 17, 2021

Filed:

Jul. 02, 2019
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Gorish Aggarwal, Karnataka, IN;

Kiran Bynam, Karnataka, IN;

So Young Lee, Daejeon, KR;

Ibrahim A, Karnataka, IN;

Sujit Jos, Karnataka, IN;

Rahul Arora, Karnataka, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/1455 (2006.01); A61B 5/145 (2006.01); A61B 5/00 (2006.01); G06N 20/20 (2019.01); A61B 5/1495 (2006.01);
U.S. Cl.
CPC ...
A61B 5/14532 (2013.01); A61B 5/0075 (2013.01); A61B 5/1495 (2013.01); G06N 20/20 (2019.01); A61B 5/1455 (2013.01); A61B 5/7246 (2013.01); A61B 2560/0223 (2013.01); A61B 2562/0238 (2013.01);
Abstract

A method includes processing near infrared spectroscopy (NIR) spectra and pure spectra, to obtain a preprocessed NIR spectra, wherein the preprocessed NIR spectra includes any one or any combination of a training data of a plurality of subjects, a calibration data of a test subject and a validation data of the test subject, extracting a dominant feature set from the preprocessed NIR spectra, wherein the dominant feature set includes at least one preprocessed NIR spectrum corresponding to each of the training data, the calibration data and the validation data, and determining a blood glucose concentration of the test subject, using the training data of the plurality of subjects and based on the extracted dominant feature set.


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