• Journal of Innovative Optical Health Sciences
  • Vol. 8, Issue 4, 1550022 (2015)
Wei-Chuan Shih*
Author Affiliations
  • Department of Electrical and Computer Engineering Department of Biomedical Engineering, University of Houston 4800 Calhoun Rd., Houston, TX 77204, USA
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    DOI: 10.1142/s1793545815500224 Cite this Article
    Wei-Chuan Shih. Constrained regularization for noninvasive glucose sensing using Raman spectroscopy[J]. Journal of Innovative Optical Health Sciences, 2015, 8(4): 1550022 Copy Citation Text show less
    References

    [1] H. Martens, T. Naes, Multivariate Calibration, Wiley (1992).

    [2] W.-C. Shih, K. Bechtel, M. Feld, M. Arnold, G. Small, In Vivo Glucose Measurements, John Wiley & Sons, Inc., pp. 331–356, (2009).

    [3] W. C. Shih, K. L. Bechtel, M. S. Feld, "Constrained regularization: Hybrid method for multivariate calibration," Anal. Chem. 79, 234–239 (2007).

    [4] O. R. Scepanovic, K. L. Bechtel, A. S. Haka, W. C. Shih, T. W. Koo, A. J. Berger, M. S. Feld, "Determination of uncertainty in parameters extracted from single spectroscopic measurements," J. Biomed. Optics 12, 064012 (2007).

    [5] K. L. Bechtel, W. C. Shih, M. S. Feld, "Intrinsic Raman spectroscopy for quantitative biological spectroscopy Part II: Experimental applications," Opt. Express 16, 12737–12745 (2008).

    [6] W. C. Shih, K. L. Bechtel, M. S. Feld, "Intrinsic Raman spectroscopy for quantitative biological spectroscopy Part I: Theory and simulations," Opt. Express 16, 12726–12736 (2008).

    [7] W. C. Shih, K. L. Bechtel, M. S. Feld, Handbook of Optical Sensing of Glucose in Biological Fluids and Tissues, CRC Press, pp. 353–386 (2008).

    [8] J. Qi, W.-C. Shih, "Parallel Raman microspectroscopy using programmable multipoint illumination," Opt. Lett. 37, 1289–1291 (2012).

    [9] J. Qi, P. Motwani, M. Gheewala, C. Brennan, J. C. Wolfe, W.-C. Shih, "Surface-enhanced Raman spectroscopy with monolithic nanoporous gold disk substrates," Nanoscale 5, 4105–4109 (2013).

    [10] M. Li, F. Zhao, J. Zeng, J. Qi, J. Lu, W.-C. Shih, "Microfluidic surface-enhanced Raman scattering sensor with monolithically integrated nanoporous gold disk arrays for rapid and label-free biomolecular detection," J. Biomed. Optics 19, 111611 (2014).

    [11] J. Qi, W. C. Shih, "Performance of line-scan Raman microscopy (LSRM) for high-throughput chemical imaging of cell population," Appl. Optics 53, 2881– 2885 (2014).

    [12] J. Zeng, J. Qi, F. Bai, J. C. Chung Yu, W.-C. Shih, "Analysis of ethyl and methyl centralite vibrational spectra for mapping organic gunshot residues," Analyst 139, 4270–4278 (2014).

    [13] M. Bertero, P. Boccacci, Introduction to Inverse Problems in Imaging, Institute of Physics Pub., Bristol, UK; Philadelphia, PA (1998).

    [14] A. M. K. Enejder, T. G. Scecina, J. Oh, M. Hunter, W.-C. Shih, S. Sasic, G. Horowitz, M. S. Feld, "Raman spectroscopy for non-invasive glucose measurements," J. Biomed.Optics 10, 031114 (2005).

    [15] C. V. Raman, K. S. Krishnan, Nature 121, 501–502 (1928).

    [16] G. J. Puppels, F. F. M. Demul, C. Otto, J. Greve, M. Robertnicoud, D. J. Arndtjovin, T. M. Jovin, "Studying single living cells and chromosomes by confocal Raman microspectroscopy," Nature 347, 301–303 (1990).

    [17] E. B. Hanlon, R. Manoharan, T. W. Koo, K. E. Shafer, J. T. Motz, M. Fitzmaurice, J. R. Kramer, I. Itzkan, R. R. Dasari, M. S. Feld, "Prospects for in vivo Raman spectroscopy," Phys. Med. Biol. 45, R1–R59 (2000).

    [18] J. Qi, J. Li, W.-C. Shih, "High-speed hyperspectral Raman imaging for label-free compositional microanalysis," Biomed. Opt. Express 4, 2376–2382 (2013).

    [19] M. Li, J. Lu, J. Qi, F. Zhao, J. Zeng, J. C.-C. Yu, W.-C. Shih, "Stamping surface-enhanced Raman spectroscopy for label-free, multiplexed, molecular sensing and imaging," J. Biomed. Optics 19, 050501 (2014).

    [20] C.-H. Liu, J. Qi, J. Lu, S. Wang, C. Wu, W.-C. Shih, K. Larin, "Improvement of tissue analysis and classification using optical coherence tomography combined with Raman spectroscopy," J. Innov. Opt. Health Sci. 1550006 (2014).

    [21] N. Sudheendran, J. Qi, E. Young, A. Lazar, D. Lev, R. Pollock, K. Larin, W.-C. Shih, "Line-scan Raman microscopy complements optical coherence tomography for tumor boundary detection," Laser Phys. Lett. 11, 105602 (2014).

    [22] A. C. Guyton, J. E. Hall, Human Physiology and Mechanisms of Disease, Saunders, Philadelphia (1997).

    [23] J. N. Roe, B. R. Smoller, "Bloodless glucose measurements," Crit. Rev. Ther. Drug Carrier Syst. 15, 199–241 (1998).

    [24] I. E. Frank, J. H. Friedman, "A statistical view of some chemometrics regression tools," Technometrics 35, 109–135 (1993).

    [25] A. Lorber, B. R. Kowalski, "Estimation of prediction error for multivariate calibration," J. Chemom. 2, 93–109 (1988).

    [26] D. Qi, A. J. Berger, "Quantitative concentration measurements of creatine dissolved in water and urine using Raman spectroscopy and a liquid core optical fiber," J. Biomed. Optics 10, 031115 (2005).

    [27] T. Hastie, R. Tibshirani, J. H. Friedman, The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Springer, New York (2001).

    Wei-Chuan Shih. Constrained regularization for noninvasive glucose sensing using Raman spectroscopy[J]. Journal of Innovative Optical Health Sciences, 2015, 8(4): 1550022
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