Study on the clinical accuracy of non-invasive blood glucose detecting device-based on AI algorithm
10.3969/j.issn.1672-8270.2024.09.006
- VernacularTitle:基于人工智能算法的无创血糖检测仪的临床准确性研究
- Author:
Chunchun SHI
1
;
Yan WU
;
Zhitao JIN
;
Xiang LIAO
;
Baoshi HAN
Author Information
1. 中国人民解放军总医院京北医疗区 北京 100085
- Keywords:
Non-invasive blood glucose monitoring;
Peripheral blood glucose;
Artificial intelligence(AI);
Accuracy
- From:
China Medical Equipment
2024;21(9):28-32
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To compare and analyze the accuracy of the invasive glucose detecting device and the non-invasive glucose device(NeoGlu01)based on artificial intelligence(AI)algorithm in detecting peripheral blood glucose.Methods:A total of 96 diabetic voluntary patients were recruited from the community of Beijing district from December 2022 to March 2023.The Roche ACCU-CHECK? Guide invasive glucose device was used to detect the peripheral blood glucose of volunteers,and the NeoGlu 01 type of non-invasive glucose device was used to collect the signal of the finger,so as to obtain the blood glucose value that was calculated by AI algorithm at the same time.Pearson correlation analysis was adopted to analyze the detected blood glucose values of the two kinds of devices.Results:Both the peripheral blood glucose values of invasive glucose detecting device and the calculated AI values of NeoGlu01 type of non-invasive glucose device for 96 diabetic patients had favorable consistency with calibration value(R2=0.978,0.882,P<0.05),respectively.Both the detected values of peripheral blood glucose of invasive glucose detecting device and the calculated AI values of NeoGlu01 type of non-invasive glucose device were between 6.2 and 16.7 mmol/L for 96 diabetic patients,and the difference was no significant(P>0.05).Parkes error grid analysis,that referred to the values of peripheral blood glucose,indicated the two times of the results of the values of mean absolute relative difference(MARD)of total accuracy indicator of calculated AI value of non-invasive glucose device were respectively 11.05%and 11.44%,and both the accuracy rate and repeatability of that were favorable.Conclusion:The predictive blood glucose value of NeoGlu01 non-invasive blood glucose device has favorable consistency and accuracy with the detected value of invasive glucose detecting device in detecting peripheral blood glucose.
