Quantitative influence of cholesterol on non-invasive blood glucose sensing studied with NIR spectroscopy

Jingying Jiang; Lingling Zhang; Kai Zhang; Kexin Xu

doi:10.1117/12.906504

9 February 2012 Quantitative influence of cholesterol on non-invasive blood glucose sensing studied with NIR spectroscopy

Jingying Jiang, Lingling Zhang, Kai Zhang, Kexin Xu

Author Affiliations +

Proceedings Volume 8222, Dynamics and Fluctuations in Biomedical Photonics IX; 822217 (2012) https://doi.org/10.1117/12.906504
Event: SPIE BiOS, 2012, San Francisco, California, United States

Abstract

Previous study results indicated that there is a certain influence of cholesterol on non-invasive blood glucose sensing studied with NIR spectroscopy. So, this talk aims to investigate quantitative influence of cholesterol through Partial Least Squares (PLS) modeling and Unary Linear Regression (ULR) analysis respectively. PLS modeling results indicate that glucose concentration increase with the increase of cholesterol concentration. ULR analysis results indicate that there is a positive correlation between the increment of glucose and the cholesterol concentration. And the quantitative relationship has been obtained.

Citation Download Citation

Jingying Jiang, Lingling Zhang, Kai Zhang, and Kexin Xu "Quantitative influence of cholesterol on non-invasive blood glucose sensing studied with NIR spectroscopy", Proc. SPIE 8222, Dynamics and Fluctuations in Biomedical Photonics IX, 822217 (9 February 2012); https://doi.org/10.1117/12.906504

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