• DocumentCode
    797031
  • Title

    Application of a multivariate technique to Raman spectra for quantification of body chemicals

  • Author

    Cote, G.L. ; Erckens, R. ; March, W. ; Motamedi, Mohammad

  • Volume
    42
  • Issue
    7
  • fYear
    1995
  • fDate
    7/1/1995 12:00:00 AM
  • Firstpage
    728
  • Lastpage
    731
  • Abstract
    Raman spectroscopy is a highly specific technique for the identification of molecules by way of the associated characteristic spectra. The aim of this feasibility study is to assess the combination of the multivariate calibration technique of partial least-squares with Raman spectroscopy for the estimation of glucose, lactic acid, and urea concentrations in the presence of each other in a water substrate. The instrument is a CCD-based Raman spectrometer utilizing the 514.5 nm argon laser line. The estimates for the analyte concentrations yielded a standard deviation of concentration residuals of 20.71 mg/dL for glucose, 12.92 mg/dL for lactic acid, and 19.97 mg/dL for urea.
  • Keywords
    Raman spectroscopy; biomedical measurement; laser applications in medicine; spectrochemical analysis; 514.5 nm; Ar; CCD-based Raman spectrometer; argon laser line; body chemicals quantification; characteristic spectra; glucose; lactic acid; molecules identification; multivariate calibration technique; multivariate technique; partial least-squares; urea; Argon; Biomedical engineering; Biomedical measurements; Biomedical optical imaging; Chemicals; Diabetes; Optical scattering; Raman scattering; Spectroscopy; Sugar; Calibration; Feasibility Studies; Glucose; Humans; Lactates; Lactic Acid; Least-Squares Analysis; Multivariate Analysis; Spectrum Analysis, Raman; Urea;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.391172
  • Filename
    391172