Ways to improve measurement accuracy of blood glucose sensing by mid-infrared spectroscopy.
- Author:
Yan WANG
1
;
Ning LI
;
Kexin XU
Author Information
1. Department of Biomedical Engineering, College of Precision Instrument & Opto-electronics Engineering, Tianjin University, Tianjin 300072, China. wangyan@tju.edu.cn
- Publication Type:Journal Article
- MeSH:
Blood Glucose;
analysis;
Humans;
Hyperglycemia;
blood;
Spectrophotometry, Infrared;
methods
- From:
Journal of Biomedical Engineering
2006;23(3):688-691
- CountryChina
- Language:Chinese
-
Abstract:
Mid-infrared (MIR) spectroscopy is applicable to blood glucose sensing without using any reagent, however, due to a result of inadequate accuracy, till now this method has not been used in clinical detection. The principle and key technologies of blood glucose sensing by MIR spectroscopy are presented in this paper. Along with our experimental results, the paper analyzes ways to enhance measurement accuracy and prediction accuracy by the following four methods: selection of optimized spectral region; application of spectra data processing method; elimination of the interference with other components in the blood, and promotion in system hardware. According to these four improving methods, we designed four experiments, i.e., strict determination of the region where glucose concentration changes most sensitively in MIR, application of genetic algorithm for wavelength selection, normalization of spectra for the purpose of enhancing measuring reproduction, and utilization of CO2 laser as light source. The results show that the measurement accuracy of blood glucose concentration is enhanced almost to a clinical detection level.
