Multivariate determination of glucose concentrations from optimally filtered frequency-warped NIR spectra of human blood serum

Physiological Measurement

Volumn 17, Issue 1, 1996, Pages 1-20

  Ham, Fredric M ^a   Cohen, Glenn M ^a   Kostanic, Ivica ^a   Gooch, Brent R ^b  

^a FLORIDA INSTITUTE OF TECHNOLOGY   (United States)

^b Holmes Regional Medical Center   (United States)

Author keywords

Diabetes mellitus; Frequency warping; Glucose; Human blood serum; Near infrared; Non invasive monitoring; Optimal filtering; Partial least squares; Spectroscopy

Indexed keywords

ABSORPTION SPECTROSCOPY; BANDPASS FILTERS; BLOOD; BUTTERWORTH FILTERS; DEIONIZED WATER; INFRARED DEVICES; LEAST SQUARES APPROXIMATIONS; POLES; WATER ABSORPTION;

BLOOD SERUM; DIABETES MELLITUS; FREQUENCY WARPING; HUMAN BLOOD SERUM; HUMAN BLOODS; NEAR INFRARED; NEAR-INFRARED; NON-INVASIVE MONITORING; OPTIMAL FILTERING; PARTIAL LEAST-SQUARES;

GLUCOSE;

GLUCOSE;

ARTICLE; DIABETES MELLITUS; INFRARED SPECTROSCOPY; PRIORITY JOURNAL; SERUM;

EID: 0030050878     PISSN: 09673334     EISSN: None     Source Type: Journal    
DOI: 10.1088/0967-3334/17/1/001     Document Type: Article

References (28)

1. American Diabetes Association 1993 Clinical Diabetes (July/August) pp 91-6
2. Anderson R R and Parrish J A 1982 The Science of Photomedicine ed J D Regan and J A Parrish (New York: Plenum) pp 147-94
3. Arnold M A and Small G W 1990 Anal. Chem. 62 1457-64
4. Avram M and Mateescu G H D 1972 Infrared Spectroscopy (New York: Wiley-Interscience) pp 108-9
5. Bhandare P, Mendelson Y, Peura R A, Janatsch G, Kruse-Jarres J D, Marbach R and Heise H M 1993 Appl. Spectrosc. 47 1214-21
6. Cryer P E 1994 Diabetes 43 1378-89
7. Cryer P E, Fisher J N and Shamoon H 1994 Diabetes Care 17 734-55
8. Ganong W 1991 Review of Medical Physiology 15th edn (Norwalk, CT: Appleton and Lange) p 267
9. Geladi P and Kowalski B R 1986 Anal. Chim. Acta 185 1-17
10. Goetz M J, Cote G L and Motamedi M 1994 Proc. 16th Ann. Int. Conf. IEEE Eng. Med. Biol. Soc. (Baltimore, MD, 1994) vol 16, pp 816-17
11. Golub G H and Van Loan C F 1993 Matrix Computations 2nd edn (Baltimore, MD: Johns Hopkins University Press) p 427
12. Hall J W and Pollard A 1992 Clin. Chem. 38 1623, 1631
13. Ham F M, Cohen G M, Kostanic I and Gooch B R 1994a IEEE Trans. Biomed. Eng. submitted
14. Ham F M, Cohen G M, Patel K and Gooch B R 1994b Proc. 16th Ann. Int. Conf. IEEE Eng. Med. Biol. Soc. (Baltimore, MD, 1994) vol 16, pp 818-19
15. Ham F M and Kostanic I 1995 Mathematical Problems in Engineering (Amsterdam: Gordon and Breach) at press
16. Hamming R W 1983 Digital Filters (Signal Processing Series) 2nd edn (Englewood Cliffs, NJ: Prentice-Hall) p 216
17. Kajiwara K, Fukushima H, Kishikawa H, Nishida K, Hashiguchi Y, Sakakida M, Uehara M and Shiciri M 1992 Med. Prog. Technol. 18 181-9
18. Koschinsky T, Dannehl K and Gries F A 1988 Diabetes Care 11 619-29
19. Kowalski B R (ed) 1984 Chemometrics - Mathematics in Statistics and Chemistry (Mathematical and Physical Sciences Series C 138) (Dordrecht: Reidel)
20. Krauss T P, Shure L and Little J N 1993 Signal Processing Toolbox-For Use with Matlab (Natick, MA: Mathworks) p 16
21. Laus V G, Dietz M A and Levy R P 1984 Diabetes Care 7 590-4
22. Martens H and Naes T 1989 Multivariate Calibration (New York: Wiley)
23. Robinson M R, Eaton R P, Haaland D M, Koepp G W, Thomas E V, Stallard B R and Robinson P L 1992 Clin. Chem. 38 1618-22
24. Small G W, Arnold M A and Marquardt L A 1993 Anal. Chem. 65 3279-89
25. Wicksted J P, Erckens R J, Motamedi M and March W F 1995 Appl. Spectrosc. 49 987-93
26. Williams P and Norris K (ed) 1987 Near-Infrared Technology (St Paul, MN: American Association of Cereal Chemists) p 39
27. Wold H 1981 Systems Under Direct Observation. Causality-Structure-Prediction ed K G Joreskog and H Wold (Amsterdam: North-Holland)
28. _ 1983 Food Research and Drug Analysis H Martens and H Russwurm (London: Applied Science)