Improvement of model performance for near-infrared non-invasive biochemical analysis by pathlength correction space method

Guangxue Jingmi Gongcheng/Optics and Precision Engineering

Volumn 21, Issue 8, 2013, Pages 1974-1980

  Gao, Hong Zhi ^a   Lu, Qi Peng ^a   Ding, Hai Quan ^a   Chen, Si Wei ^b  

^a CHANGCHUN INSTITUTE OF OPTICS   (China)

^b JILIN UNIVERSITY   (China)

Author keywords

Near infrared spectroscopy; Net Analysis Signal (NAS); Noninvasive biochemical analysis; Pathlength correction space

Indexed keywords

CORRELATION COEFFICIENT; NET ANALYSIS SIGNAL (NAS); NONINVASIVE BIOCHEMICAL ANALYSIS; PARTIAL LEAST SQUARE (PLS); PATH LENGTH; PERFORMANCE CALIBRATIONS; ROOT MEAN SQUARE ERROR OF CALIBRATIONS; ROOT MEAN SQUARE ERRORS;

CALIBRATION; HEMODYNAMICS; INFRARED DEVICES;

MEAN SQUARE ERROR;

EID: 84883753007     PISSN: 1004924X     EISSN: None     Source Type: Journal    
DOI: 10.3788/OPE.20132108.1974     Document Type: Article

References (22)

1. HEISE H M, MARBCH R. Multivariate determination of blood substrates in human plasma by FT-NIR spectroscopy [J]. The International Society for Optical Engineering, 1991, 1575: 507-508.
2. AMEROV A K, CHEN J, AMOLD M A. Scattering and absorption effects in the determination of glucose in whole blood by near-infrared spectroscopy [J]. Analytical Chemistry, 2005, 77: 4587-4594.
3. LUO Y H, CHEN ZH, CHEN X D, Detection limit of glucose concentration in noninvasive sensing with near infrared spectroscopy [J]. Opt. Precision Eng., 2008, 16(5): 784-789. (in Chinese)
4. ALEXEEVA N V, ARNOLD M A. Impact of tissue heterogeneity on noninvasive near infrared glucose measurements in interstitial fluid of rat skin [J]. Journal of Diabetes Science and Technology, 2010, 4: 1041-1054.
5. LIU Z Y, PAN T. Equivalent waveband selection of VIS-NIR spectroscopic measurement for hemoglobin [J]. Opt. Precision Eng., 2012, 20(10): 2170-2175. (in Chinese)
6. LU Q P, CHEN C, PENG ZH Q. Application of adaptive filter to noninvasive biochemical examination by near infrared spectroscopy [J]. Opt. Precision Eng., 2012, 20(4): 873-879. (in Chinese)
7. CHEN X D. Possibility of noninvasive clinical biochemical examination by near infrared spectroscopy [J]. Opt. Precision Eng., 2008, 16(5): 759-763. (in Chinese)
8. CHEN X D, GAO J, DING H Q. Infrared spectroscopy for non-invasive blood glucose monitoring [J]. Chinese Optics, 2012(4): 317-326. (in Chinese)
9. YAMAKOSHI K, YAMAKOSHI Y. Pulse glucometry: a new approach for noninvasive blood glucose measurement using instantaneous differential near-infrared spectrophotometry [J]. Journal of Biomedical Optics, 2006, 11(5): 054028.
10. ZHANG ZH Y, MEN J L, LI G. Non-invasive measurement of human hemoglobin concentration by dynamic spectrum method [J]. Spectroscopy and Spectral Analysis, 2010, 30(1): 150-153. (in Chinese)
11. YANG Y, CHEN W L, SHI ZH ZH, et al.. Reference point of floating-reference method for blood glucose sensing [J]. Chinese Optics Letters, 2010, 8(4): 421-424.
12. DING H Q, LU Q P, GAO H ZH. Experimental study of differential spectum method for elimination of tissue background in noninvasive biochemical detection [J]. Spectroscopy and Spectral Analysis, 2012, 32(9): 2347-2350. (in Chinese)
13. GAO H ZH, LU Q P, DING H Q. Study of calibration model of different pathlength spectra in near infrared noninvasive biochemical sensing [J]. Spectroscopy and Spectral Analysis, 2012, 32(5): 1423-1426. (in Chinese)
14. LORBER A. Error propagation and figures of merit for quantification by solving matrix equations [J]. Analytical Chemistry, 1986, 58: 1167-1172.
15. LORBER A. Net analyte signal calculation in multivariate calibration [J]. Analytical Chemistry, 1997, 69: 1620-1626.
16. OLESBERG J T, LIU L, ZEE V V, et al.. In vivo near-infrared spectroscopy of rat skin tissue with varying blood glucose levels [J]. Analytical Chemistry, 2006, 78(1): 215-223
17. OLESBERG J T, AMOLD M A, HU S B. Temperature-insensitive near-infrared method for determination of protein concentration during protein crystal growth [J]. Analytical Chemistry, 2000, 72(20): 4985-4990.
18. RILEY M R, ARNOLD M A, MURHAMMER D W. Effect of sample complexity on quantification of analytes aqueous samples by near-infrared spectroscopy [J]. Applied Spectroscopy, 2000, 54(2): 255-261.
19. LIU R, CHEN W L, GU X Y, et al.. Extraction of net analyte signal in the noninvasive blood glucose sensing [J]. Nanotechnology and Precision Engineering, 2008, 6(3): 207-211. (in Chinese)
20. ZHANG L, ZHANG CH P. Measurements of absorption and anisotropy coefficients in fat emulsion intralipid-10% [J]. Chinese Journal of Luminescence, 2009, 30(6): 858-861. (in Chinese)
21. YANG H M, GAO H ZH, WANG D M, et al.. Study on determination of cholesterol and triglyceride in human serum utilizing Near-infrared water windows [C]. Proceedings of the 2nd Chinese Conference on Near Infrared Spectroscopy, 2008: 311-314. (in Chinese)
22. AMEROV A K, CHEN J, SMALL G W. Molar absorptivities of glucose and other biological molecules in aqueous solutions over the first overtone and combination regions of the near-infrared Spectrum [J]. Applied Spectroscopy, 2004, 58(10): 1195-1204.