Removal of analyte-irrelevant variations in near-infrared tissue spectra

Applied Spectroscopy

Volumn 60, Issue 9, 2006, Pages 1070-1077

  Yang, Y E ^a   Shoer, Leah ^a   Soyemi, Olusola O ^a   Landry, Michelle R ^a   Soller, Babs R ^a  

^a UNIVERSITY OF MASSACHUSETTS   (United States)

Author keywords

Blood tissue constituent monitoring; Chemometrics; Near infrared spectroscopy; Nir spectroscopy; Partial least squares regression; PLSR; Spectral irrelevant variation correction; Spectral orthgonalization; Tissue diagnostics

Indexed keywords

BLOOD/TISSUE CONSTITUENT MONITORING; CHEMOMETRICS; NEAR INFRARED (NIR) SPECTRA; PARTIAL LEAST SQUARES REGRESSION (PLSR); SPECTRAL IRRELEVANT VARIATION CORRECTIONS; SPECTRAL ORTHGONALIZATION; TISSUE DIAGNOSTICS;

CALIBRATION; LEAST SQUARES APPROXIMATIONS; OPTICAL SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; PROGRAM PROCESSORS; SPECTRUM ANALYSIS;

TISSUE;

FAT;

ARTICLE; AUTOMATED PATTERN RECOGNITION; CHEMISTRY; HUMAN; IMAGE QUALITY; METHODOLOGY; MUSCLE; NEAR INFRARED SPECTROSCOPY; PH; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; SKIN;

FATS; HUMANS; HYDROGEN-ION CONCENTRATION; LEAST-SQUARES ANALYSIS; MUSCLES; PATTERN RECOGNITION, AUTOMATED; PHANTOMS, IMAGING; PRINCIPAL COMPONENT ANALYSIS; SKIN; SPECTROSCOPY, NEAR-INFRARED;

EID: 33748920863     PISSN: 00037028     EISSN: None     Source Type: Journal    
DOI: 10.1366/000370206778397263     Document Type: Article

References (26)

1. S. Zhang, B. R. Soller, and R. H. Micheels, Appl. Spectrosc. 52, 400 (1998).
2. S. Zhang, B. R. Soller, S. Kaur, K. Perras, and S. Vander, Appl. Spectrosc. 54, 294 (2000).
3. E. L. Hull, M. N. Ediger, and A. H. T. Unione, Opt. Express 12, 4496 (2004).
4. S. J. Matcher, M. Cope, and D. T. Delpy, Appl. Opt. 36, 386 (1997).
5. A. Savitzky and M. J. E. Golay, Anal. Chem. 36, 1627 (1964).
6. P. Geladi, D. MacDougall, and H. Martens, Appl. Spectrosc. 39, 491 (1985).
7. T. Isaksson and B. Kowalski, Appl. Spectrosc. 47, 702 (1993).
8. C. E. Miller and T. Naes, Appl. Spectrosc. 44, 895 (1990).
9. R. J. Barnes, M. S. Dhanoa, and S. J. Lister, Appl. Spectrosc. 43, 772 (1989).
10. L. Lin, M. Niwayama, T. Shiga, N. Kudo, M. Takahashi, and K. Yamamoto, Frontiers Med. Biol. Eng. 10, 43 (2000).
11. M. Niwayama, L. Lin, J. Shao, N. Kudo, and K. Yamamoto, Rev. Sci. Instrum. 71, 4571 (2000).
12. O. Soyemi, M. R. Landry, Y. Yang, P. O. Idwasi, and B. R. Soller, Appl. Spectrosc. 59, 237 (2005).
13. Y. Yang, M. R. Landry, O. O. Soyemi, M. A. Shear, D. S. Anunciacion, and B. R. Soller, Opt. Lett. 30, 2269 (2005).
14. S. Wold, H. Antti, F. Lindgren, and J. Ohman, Chemom. Intell. Lab. Syst. 44, 175 (1998).
15. T. Fearn, Chemom. Intell. Lab. Syst. 50, 47 (2000).
16. T. Kourti Svensson and J. F. MacGregor, J. Chemom. 16, 176 (2001).
17. C. A. Andersson, Chemom. Intell. Lab. Syst. 47, 51 (1999).
18. J. Sun, J. Chemom. 11, 525 (1997).
19. J. Ferre and S. D. Brown, Appl. Spectrosc. 55, 708 (2001).
20. H. Martens and T. Naes, Multivariate Calibration (John Wiley and Sons, Chichester, UK, 1989).
21. R. Cubeddu, A. Pifferi, P. Taroni, A. Torricelli, and G. Valentini, Phys. Med. Biol. 42, 1971 (1997).
22. R. M. P. Doombos, R. Lang, M. C. Aalders, F. W. Cross, and H. J. C. M. Sterenborg, Phys. Med. Biol. 44, 967 (1999).
23. S. Homma, T. Fukunaga, and A. Kagaya, J. Biomed. Opt. 1, 418 (1996).
24. C. R. Simpson, M. Kohl, M. Essenpreis, and M. Cope, Phys. Med. Biol. 43, 2465 (1998).
25. M. C. P. van Beekvelt, M. S. Borghuis, B. G. M. van Engelen, R. A. Wevers, and W. N. J. M. Colier, Clin. Sci. 101, 21 (2001).
26. R. P. Crippa, V. Cristofoletti, and N. Romeo, Biochim. Biophys. Acta 538, 164 (1978).