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.
Patent No.:
Date of Patent:
Feb. 16, 2021
Filed:
May. 03, 2018
Applicant:
Samsung Electronics Co., Ltd., Suwon-si, KR;
Inventors:
Sujit Jos, Bangalore, IN;
Kiran Bynam, Bangalore, IN;
So Young Lee, Daejeon, KR;
Gorish Aggarwal, Bangalore, IN;
Srikanth Mallavarapu Rama, Bangalore, IN;
Assignee:
SAMSUNG ELECTRONICS CO., LTD., Suwon-si, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/1455 (2006.01); G01J 3/28 (2006.01); A61B 5/145 (2006.01); A61B 5/00 (2006.01); G01N 21/359 (2014.01);
U.S. Cl.
CPC ...
A61B 5/1455 (2013.01); A61B 5/0075 (2013.01); A61B 5/14532 (2013.01); A61B 5/7267 (2013.01); A61B 5/7275 (2013.01); G01J 3/28 (2013.01); G01N 21/359 (2013.01);
Abstract
A method for predicting a blood glucose level using a near-Infrared (NIR) spectrometer is provided. The method may include obtaining a feature set from an NIR glucose spectra; and predicting glucose values from the feature set based on a binary classification of the NIR glucose spectra and an in-class prediction of glucose using Machine Learning Regression.