DocumentCode
2534031
Title
Improvements on the detectability of glucose from spectroscopic signals
Author
Ergin, A. ; Sutcu, Y. ; Thomas, G.A.
Author_Institution
New Jersey Inst. of Technol., Newark
fYear
2007
fDate
10-11 March 2007
Firstpage
148
Lastpage
149
Abstract
Frequent measurement of blood glucose is crucial for diabetic patients in managing the glucose level and thus reducing the severe complications associated with the disease. Raman spectroscopy is one of the non-invasive optical techniques that have been proposed for physiological glucose measurement. In this study, we used a relatively inexpensive, compact and portable Raman system which can be made sufficiently affordable and convenient for patient use. We applied two well-known linear transformation methods in a consecutive manner to the collected spectral data to improve the detectability of the glucose concentration information from aqueous solutions.
Keywords
Raman spectra; bio-optics; biochemistry; biomedical measurement; blood; diseases; patient diagnosis; spectrochemical analysis; Raman spectroscopy; blood glucose; diabetic patients; disease; glucose detectability; linear transformation methods; noninvasive optical techniques; physiological glucose measurement; spectroscopic signals; Biomedical engineering; Blood; Diabetes; Diseases; Linear discriminant analysis; Optical scattering; Principal component analysis; Raman scattering; Spectroscopy; Sugar;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioengineering Conference, 2007. NEBC '07. IEEE 33rd Annual Northeast
Conference_Location
Long Island, NY
Print_ISBN
978-1-4244-1033-0
Electronic_ISBN
978-1-4244-1033-0
Type
conf
DOI
10.1109/NEBC.2007.4413322
Filename
4413322
Link To Document