Invention Grant
- Patent Title: System and method for obtaining blood glucose concentration using temporal independent component analysis (ICA)
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Application No.: US16183325Application Date: 2018-11-07
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Publication No.: US11141083B2Publication Date: 2021-10-12
- Inventor: Gorish Aggarwal , Kiran Bynam , Sujit Jos , So Young Lee
- Applicant: SAMSUNG ELECTRONICS CO., LTD.
- Applicant Address: KR Suwon-si
- Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee Address: KR Suwon-si
- Agency: Sughrue Mion, PLLC
- Priority: IN201741042881 20171129,KR10-2018-0075311 20180629
- Main IPC: A61B5/1455
- IPC: A61B5/1455 ; A61B5/145 ; A61B5/00 ; G01N33/49 ; G06N20/00 ; G16H50/20 ; G16H10/40

Abstract:
A method for obtaining blood glucose concentration using near infrared spectroscopy (NIR) data is provided. The method includes obtaining, by an independent component analysis (ICA) temporal module, orthogonal pure spectra from human NIR spectra; performing, by a processing module, one or more preprocessings and drift removal on the human NIR spectra and the orthogonal pure spectra to obtain preprocessed spectra; and obtaining, by a regression block, the blood glucose concentration from the preprocessed spectra.
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