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.

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

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)