Noninvasive glucose level determination using diffuse reflectance near infrared spectroscopy and chemometrics analysis based on in vitro sample and human skin

Proceedings - 2014 IEEE Conference on System, Process and Control, ICSPC 2014

Volumn , Issue , 2014, Pages 30-35

  Yatim, Noor Nazurah Mohd ^a   Zain, Zainiharyati Mohd ^a   Jaafar, Mohd Zuli ^a   Yusof, Zalhan Md ^b   Laili, Abdur Rehman ^b   Laili, Muhammad Hafiz ^b   Hisham, Mohd Hafizulfika ^b  

^a UNIVERSITI TEKNOLOGI MARA   (Malaysia)

^b Technology Park Malaysia   (Malaysia)

Author keywords

Clarke error grid analysis; diffuse reflection near infrared method; Fourier transform near infrared spectroscopy (FT NIRS); Glucose absorption spectrum; Partial least square (PLS); preprocessing data; skin spectrum

Indexed keywords

ABSORPTION SPECTROSCOPY; BLOOD; CHEMICAL ANALYSIS; ELECTROMAGNETIC WAVE ABSORPTION; GLUCOSE; INFRARED DEVICES; LEAST SQUARES APPROXIMATIONS; MEAN SQUARE ERROR; NEAR INFRARED SPECTROSCOPY; REGRESSION ANALYSIS; SKIN;

ERROR GRID ANALYSIS; FOURIER TRANSFORM NEAR INFRARED SPECTROSCOPY; NEAR INFRARED METHOD; PARTIAL LEAST SQUARE (PLS); PREPROCESSING DATA;

SPECTRUM ANALYSIS;

EID: 84949924957     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SPC.2014.7086225     Document Type: Conference Paper

References (16)

1. J. T. Andrews, J. Solanki, O. P. Choudhary, S. Chouksey, N. Malvia, P. Chaturvedi, and P. Sen, "Towards a Wearable Non-invasive Blood Glucose Monitoring Device," J. Phys. Conf. Ser., vol. 365, p. 012004, May 2012.
2. C. D. Malchoff, K. Shoukri, J. I. Landau, and J. M. Buchert, "A novel noninvasive blood glucose monitor.," Diabetes Care, vol. 25, no. 12, pp. 2268-75, Dec. 2002.
3. J. Solanki, O. P. Choudhary, P. Sen, L. Bhawan, K. Road, and J. T. Andrews, "Polarization Sensitive Optical Coherence Tomography for Blood Glucose Monitoring in Human Subjects," Arxiv.org, pp. 1-12, 2012.
4. H. Ishizawa, A. Muro, T. Takano, K. Honda, and H. Kanai, "Non-invasive blood glucose measurement based on ATR infrared spectroscopy," in 2008 SICE Annual Conference, 2008, pp. 321-324.
5. H. M. Heise and A. Bittner, "Molecular structure," J. Mol. Struct., vol. 348, pp. 21-24, 1995.
6. J. Chen, L. Wu, T. Pan, J. Xie, and H. Chen, "Solution by FTIR / ATR Spectroscopy," Int. Conf. Fuzzy Syst. Knowl. Discov. 2010, no. Fskd, pp. 2159-2163, 2010.
7. S. C. Brian., Fundamental of Fourier Transform Infrared Spectroscopy Second Edition. CRC Press, 2011, p. 198.
8. J. L. Smith, The Pursuit of Noninvasive Glucose: " Hunting the Deceitful Turkey."Parts Copyright 2011 by John L. Smith, 2011, p. 141.
9. P. Di Ninni, F. Martelli, and G. Zaccanti, "Effect of dependent scattering on the optical properties of Intralipid tissue phantoms.," Biomed. Opt. Express, vol. 2, no. 8, pp. 2265-78, Aug. 2011.
10. J. Solanki, P. Sen, J. T. Andrews, and K. K. Thareja, "Cyclic Correlation of Diffuse Reflected Signal with Glucose Concentration and scatterer size," Arxiv.org, no. 0, pp. 1-6, 2012.
11. H. Arimoto, M. Egawa, and Y. Yamada, "Depth profile of diffuse reflectance near-infrared spectroscopy for measurement of water content in skin.," Skin Res. Technol., vol. 11, no. 1, pp. 27-35, Feb. 2005.
12. M. Z. Jaafar, Chemometrics and Pattern Recognition Methods with Applications to Environmental and Quantitative Structure-Activity Relationship Studies Mohd Zuli Jaafar A thesis submitted to the University of Bristol in, no. February. 2011.
13. D. E. Axelson, Data Preprocess for Chemometrics and Metabonomic Analysis. Copyright 2012 by David E Axelson, 2012, p. 483.
14. A. Rinnan, F. Van Den Berg, and S. B. Engelsen, "Review of the most common pre-processing techniques for nearinfrared spectra," TrAC Trends Anal. Chem., vol. 28, no. 10, pp. 1201-1222, Nov. 2009.
15. J. Jerry and W. Lois, Practical Guide and Spectral Atlas for Interpretive Near Infared Spectroscopy. CRC Press, 2012, p. 320.
16. P. Raju, J. T. Andrews, S. Pratyoosh, and S. Pratima, "Non-Invasive Glucose Monitoring Techniques: A review and current trends," Arxiv.org, pp. 1-47, 2008.