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Proceedings Paper

Quantitative influence of cholesterol on non-invasive blood glucose sensing studied with NIR spectroscopy
Author(s): Jingying Jiang; Lingling Zhang; Kai Zhang; Kexin Xu
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Paper 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.

Paper Details

Date Published: 9 February 2012
PDF: 7 pages
Proc. SPIE 8222, Dynamics and Fluctuations in Biomedical Photonics IX, 822217 (9 February 2012); doi: 10.1117/12.906504
Show Author Affiliations
Jingying Jiang, Tianjin Univ. (China)
Lingling Zhang, Tianjin Univ. (China)
Kai Zhang, Tianjin Univ. Hospital (China)
Kexin Xu, Tianjin Univ. (China)


Published in SPIE Proceedings Vol. 8222:
Dynamics and Fluctuations in Biomedical Photonics IX
Valery V. Tuchin; Donald D. Duncan; Kirill V. Larin; Martin J. Leahy; Ruikang K. Wang, Editor(s)

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