[Research on noninvasive blood glucose measurement with simulate sample by NIR spectroscopy].
The article puts milk forward as simulate sample for blood glucose measurement. With the new simulate sample, the authors make deep researches on measuring method and wavelength choice in the field of noninvasive blood glucose measurement by near-infrared diffuse reflectance spectroscopy. Depending on the absorption coefficient of lactose, the authors choose the two wavebands from 1560 to 1750 nm and form 2090 to 2190 nm. The model was built by partial least-squares (PLS), several pretreatment methods (including multiplicative scatter correction, first derivative and vector normalization) and different spectral regions were compared. The best correlation values for lactose were 0.99 and the best RMSEP values for lactose were 0.045. The results provide us with valuable theory reference and practical experiences and lead us to next research on noninvasive blood glucose measurement.
Zhang
Yue
Y
College of Precision Instrument & Opto-Electronics Engineering, Tianjin Univeristy, Tianjin 300072, China.
Lü
Li-na
LN
Xu
Ke-xin
KX
D000818:Animals; D001774:Blood Chemical Analysis / Q000379:methods; D001786:Blood Glucose / Q000032:analysis* / Q000737:chemistry; D001826:Body Fluids / Q000737:chemistry; D006801:Humans; D016018:Least-Squares Analysis; D008892:Milk / Q000737:chemistry*; D008962:Models, Theoretical; D012107:Research Design; D019265:Spectroscopy, Near-Infrared / Q000379:methods*
D001786:Blood Glucose