Chinese Optics Letters, Volume. 15, Issue 8, 083001(2017)
Noninvasive blood glucose detection using a miniature wearable Raman spectroscopy system
Figures & Tables(11)
Fig. 1. Experimental setup: the schematic diagram of the miniature wearable Raman spectroscopy system.
Fig. 2. (Color online) Raman spectra of glucose solutions with concentrations of 3.8–13.3 mmol/L. The area of
Fig. 3. (Color online) Difference between the relationship of the peak area and intensity with the concentration of the glucose solution.
Fig. 4. (Color online) Calculated result of the glucose solution, with a coefficient of determination of 98.1% and an MAE of 0.394 mmol/L.
Fig. 5. (Color online) Comparison between the spectrum of the rat skin and the spectrum of the glucose solution. The spectrum of the rat skin is more complicated.
Fig. 6. (Color online) Calculated results for one of the rat samples.
Fig. 7. (Color online) (A) Comparison between the spectrum of the human skin and the spectrum of the rat skin. (B) Comparison between the spectrum of the human skin and the spectrum of glucose. The spectrum of the human skin is similar to the spectrum of the rat skin.
Fig. 8. (A) Calculated result for one of the human volunteers without using a grin lens. (B) Calculated result for one of the human volunteers using a grin lens. The result when using a grin lens is obviously better.
Fig. 9. (Color online) Comparison between calculated results for all samples and one of the samples.
Table 1. Summary of Results from Cross-Validated Calibrations Generated from Data Set of Measurements on Each of the 11 Laboratory Rats
View tableView in ArticleTable 1. Summary of Results from Cross-Validated Calibrations Generated from Data Set of Measurements on Each of the 11 Laboratory Rats
Rat MAE (mmol/L) Sample Capacity 1 0.960 0.149 25 2 0.954 0.265 147 3 0.924 0.543 53 4 0.905 0.310 77 5 0.893 0.279 53 6 0.889 0.130 23 7 0.879 0.227 24 8 0.868 0.184 23 9 0.853 0.159 30 10 0.851 0.217 229 11 0.851 0.306 51 Mean 0.893 0.252 67
Table 2. Summary of Results from Cross-Validated Calibrations Generated from Data Set of Measurements on Each of the 10 Human Volunteers
View tableView in ArticleTable 2. Summary of Results from Cross-Validated Calibrations Generated from Data Set of Measurements on Each of the 10 Human Volunteers
Human MAE (mmol/L) Sample Capacity 1 0.958 0.105 29 2 0.935 0.379 59 3 0.866 0.285 21 4 0.85 0.275 37 5 0.835 0.398 35 6 0.83 0.407 37 7 0.827 0.620 35 8 0.815 0.317 35 9 0.765 0.455 35 10 0.759 0.410 21 Mean 0.844 0.365 34
Tools
Get Citation
Copy Citation Text
Yi Zheng, Xiangping Zhu, Zhe Wang, Zongyu Hou, Fei Gao, Rongzhi Nie, Xiaoxia Cui, Jiangbo She, Bo Peng. Noninvasive blood glucose detection using a miniature wearable Raman spectroscopy system[J]. Chinese Optics Letters, 2017, 15(8): 083001
Paper Information
Category: Spectroscopy
Received: Feb. 22, 2017
Accepted: May. 18, 2017
Published Online: Jul. 20, 2018
The Author Email: Bo Peng (bpeng@opt.ac.cn)
© Copyright 2018-2021 | Chinese Laser Press.
All Rights Reserved 沪ICP备15018463号-20