公开(公告)号：US20180271448A1

公开(公告)日：2018-09-27

申请号：US15937295

申请日：2018-03-27

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Kiran BYNAM ,  So Young LEE ,  Sujit JOS ,  Gorish AGGARWAL ,  Srikanth Mallavarapu RAMA

IPC: A61B5/00 ,  A61B5/1455 ,  A61B5/145 ,  G16H40/63

CPC classification number: A61B5/7203 ,  A61B5/0075 ,  A61B5/14532 ,  A61B5/1455 ,  A61B5/7239 ,  A61B5/725 ,  G16H40/63

Abstract: A method of extracting glucose feature, a method for monitoring glucose using near-infrared (NIR) spectroscopy and a glucose monitoring device are provided. The method comprising: removing noise from a near-infrared (NIR) data; extracting a glucose signal from the NIR data; and removing temporal drift components from the extracted glucose signal.

公开(公告)号：US20180317817A1

公开(公告)日：2018-11-08

申请号：US15970461

申请日：2018-05-03

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Sujit JOS ,  Kiran BYNAM ,  So Young LEE ,  Gorish AGGARWAL ,  Srikanth Mallavarapu RAMA

IPC: A61B5/1455 ,  A61B5/145

CPC classification number: A61B5/1455 ,  A61B5/14532 ,  G01J3/28 ,  G01N21/359

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.