Title:
METHOD, APPARATUS AND DEVICE FOR OBTAINING BLOOD GLUCOSE MEASUREMENT RESULT
Document Type and Number:
WIPO Patent Application WO/2021/238810
Kind Code:
A1
Abstract:
A method, apparatus and device for obtaining a blood glucose measurement result. A neural network model is trained by using the following method, so as to obtain a trained first neural network model: acquiring a first invasive blood glucose measurement result of a tested object (101); forming a group of new training data by means of same and characteristic values of the most recent PPG signals of the tested object (102); training the neural network model with the training data, so as to obtain a trained first neural network model (106); and after a group of new PPG signals is acquired, extracting characteristic values of the new PPG signals, and inputting the characteristic values into the trained first neural network model, so as to obtain a target blood glucose measurement result (107).
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Inventors:
GAO YUAN (CN)
ZHANG XUN (CN)
WANG ZHOU (CN)
HUANG DONGSHENG (CN)
HAN YANG (CN)
ZHOU LI (CN)
LI XIN (CN)
ZHANG XUN (CN)
WANG ZHOU (CN)
HUANG DONGSHENG (CN)
HAN YANG (CN)
ZHOU LI (CN)
LI XIN (CN)
Application Number:
PCT/CN2021/095289
Publication Date:
December 02, 2021
Filing Date:
May 21, 2021
Export Citation:
Assignee:
BOE TECHNOLOGY GROUP CO LTD (CN)
International Classes:
A61B5/145; A61B5/1455
Foreign References:
| CN111588384A | 2020-08-28 | |||
| US20050033127A1 | 2005-02-10 | |||
| CN108937955A | 2018-12-07 | |||
| CN101917904A | 2010-12-15 | |||
| CN110338813A | 2019-10-18 | |||
| CN107296616A | 2017-10-27 | |||
| US9445759B1 | 2016-09-20 | |||
| CN102961143A | 2013-03-13 |
Attorney, Agent or Firm:
AFD CHINA INTELLECTUAL PROPERTY LAW OFFICE (CN)
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