Effect of signal intensity normalization on the multivariate analysis of spectral data in complex 'real-world' datasets

Journal of Raman Spectroscopy

Volumn 40, Issue 4, 2009, Pages 429-435

  Beattie, J Renwick ^a   Glenn, Josephine V ^a   Boulton, Michael E ^b   Stitt, Alan W ^a   McGarvey, John J ^a  

^a QUEEN'S UNIVERSITY BELFAST   (United Kingdom)

^b UNIVERSITY OF FLORIDA   (United States)

Author keywords

Bruch's membrane; Intensity normalization; Intensity standardization; Raman spectroscopy; Vibrational spectroscopy

Indexed keywords

MULTIVARIANT ANALYSIS; RAMAN SPECTROSCOPY; SPECTRUM ANALYSIS; STANDARDIZATION;

BRUCH'S MEMBRANE; INTENSITY NORMALIZATION; INTENSITY STANDARDIZATION; MULTI VARIATE ANALYSIS; NORMALISATION; REAL-WORLD DATASETS; REFERENCE PARAMETERS; SIGNAL INTENSITIES; SPECTRAL DATA; TOTAL VARIANCE;

RAMAN SCATTERING;

EID: 65249146532     PISSN: 03770486     EISSN: 10974555     Source Type: Journal    
DOI: 10.1002/jrs.2146     Document Type: Article

References (17)

1. R. L. McCreery, Raman Spectroscopy for Chemical Analysis (1st edn), John Wiley & Sons: New York, 2000.
2. M. A. Zarbin, Arch. Ophthalmol. 2004, 122, 598.
3. J. R. Beattie, S. J. Bell, B. W. Moss, Lipids 2004, 39, 407.
4. J. R. Beattie, S. E. J. Bell, C. Borgaard, A. M. Fearon, B. W. Moss, Lipids 2004, 39, 897.
5. J. R. Beattie, S. Brockbank, J. J. McGarvey, W. J. Curry, Mol. Vis. 2005, 11, 825.
6. J. R. Beattie, S. Brockbank, J. J. McGarvey, W. J. Curry, Mol. Vis. 2007, 13, 1106.
7. J. R. Beattie, C. Maguire, S. Gilchrist, L. J. Barrett, C. E. Cross, F. Possmayer, M. Ennis, J. S. Elborn, W. J. Curry, J. J. McGarvey, B. C. Schock, FASEB J. 2007, 21, 766.
8. H. P. Buschman, G. Deinum, J. T. Motz, M. Fitzmaurice, J. R. Kramer, A. van der Laarse, A. V. Bruschke, M. S. Feld, Cardiovasc. Pathol. 2001, 10, 69.
9. J. V. Glenn, J. R. Beattie, L. Barrett, N. Frizzell, S. R. Thorpe, M. E. Boulton, J. J. McGarvey, A. W. Stitt, FASEB J. 2007, 21, 3542.
10. S. J. Choquette, E. S. Etz, W. S. Hurst, D. H. Blackburn, S. D. Leigh, Appl. Spectrosc. 2007, 61, 117.
11. P. Williams, K. Norris (Eds), Near-infrared Technology in the Agricultural and Food Industries (2nd edn), AACC Press: St Paul, 2001.
12. A. T. Tu, Raman Spectroscopy in Biology: Principles and Applications, John Wiley & Sons: New York, 1982.
13. B. R. Wood, D. McNaughton, J. Raman Spectrosc. 2002, 33, 517.
14. D. R. Sell, Maillard Reaction: Chemistry at the Interface of Nutrition, Aging, and Disease, vol. 1043. Wiley-Blackwell: New York, 2005 pp. 118.
15. Y. Duan, J. Mo, R. Klein, I. Scott, H. Lin, J. Caulfield, M. Patel, D. Liao, Ophthalmology 2007, 114, 627.
16. T. G. Spiro, Biological Applications of Raman Spectroscopy, vol. 1, John Wiley & Sons: New York, 1986.
17. K. Chandran, M. Damodaran, Biochem. J. 1951, 49, 393.