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

  • Jingying Jiang*
  • , Lingling Zhang
  • , Kai Zhang
  • , Kexin Xu
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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.

Original languageEnglish
Title of host publicationDynamics and Fluctuations in Biomedical Photonics IX
DOIs
StatePublished - 2012
Externally publishedYes
EventDynamics and Fluctuations in Biomedical Photonics IX - San Francisco, CA, United States
Duration: 21 Jan 201223 Jan 2012

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume8222
ISSN (Print)1605-7422

Conference

ConferenceDynamics and Fluctuations in Biomedical Photonics IX
Country/TerritoryUnited States
CitySan Francisco, CA
Period21/01/1223/01/12

Keywords

  • Cholesterol
  • Influence
  • NIR spectroscopy
  • Non-invasive blood glucose sensing

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