222
Views
0
CrossRef citations to date
0
Altmetric
Articles

Levenberg–Marquardt-Based Non-Invasive Blood Glucose Measurement System

, , &

REFERENCES

  • 6th Edition of the Diabetes Atlas In: International Diabetes Federation. Foreword IDF Diabetes Atlas. 2013.http://www.idf.org/diabetesatlas/download-book. Accessed 27 May 2013.
  • A. Sieg, R. H. Guy and M. B Delgado-Charro. (2005). “Non-invasive and minimal invasive methods for transdermal glucose monitoring,” Diabetes Technol. Ther. 7, pp. 174–197.
  • Tura A. Tura and G. Pacini. (2007). “Non-invasive glucose monitoring: assessmentof technologies and devices according to quantitative criteria,” Diabetes Res. Clin. Pract. 77, pp. 16–40.
  • A. G. Gabbay and S. Surendra. (2008). “Optical coherence tomography-based continuous noninvasive glucose monitoring in patients with diabetes,” Diabetes Technol. Ther. 10 (3), pp. 188–193.
  • R. W. Waynant and V. M. Chenault. (1998). “Overview of non-invasive fluid glucose measurement using optical techniques to maintain glucose control in diabetes mellitus,” IEEE LEOS Newslett. 12, pp. 3–6.
  • A. Caduff, E. Hirt, Y. Feldman, Z. Ali and L. Heinemann. (2003). “First human experiments with a novel non-invasive, non-optical continuous glucose monitoring system,” Biosens. Bioelectron. 19, pp. 209–217.
  • E. B. Hanlon, R. Manoharan, T.-W. Koo, K. E. Shafer, J. T. Motz, M. Fitzmaurice, J. R. Kramer, I. Itzkan, R. R. Dasari and M. S. Feld. (2000). “Prospects for in vivo Raman spectroscopy,” Phys. Med. Biol. 45, pp. R1–R59.
  • S. Gebhart, M. Faupel, R. Fowler, C. Kapsner, D. Lincoln, V. McGee, J. Pasqua, L. Steed, M. Wangsness, F. Xu, and M. Vanstory. (2003). “Glucose sensing in transdermal body fluid collected under continuous vacuum pressure via micropores in the stratum corneum,” Diabetes Technol. Ther. 5 (2), pp. 159–166.
  • A. Ciudin, C. Hernandez, and R. Simo. (2012). “Non-Invasive methods of glucose measurement: current status and future perspectives,” Curr. Diabetes Rev. 8, pp. 48–54.
  • X. Guo, A. Mandelis and B. Zinman. (2012). “Non-invasive glucose detection in human skin using wavelength modulated differential laser photothermal radiometry,” Biomed. Opt. Express. 3, pp. 3012–3021.
  • J. Yadav, A. Rani., V. Singh and B. M. Murari. (2015). “Prospects and limitation of non-invasive blood glucose monitoring using near-infrared spectroscopy,” Biomed. Signal Proc. Control. 18, pp. 214–227.
  • M. R. Robinson, R. P. Eaton, D. M. Haaland, G. W. Keep, E. V. Thomas, B. R. Stalled and P. L. Robinson. (1992). “Non-invasive glucose monitoring in diabetic patients: a preliminary evaluation,” Clin. Chem. 38, pp. 1618–1622.
  • L. Liu, C. Wenliang and X. Kexin. (2005). “Next step of non-invasive glucose monitor by NIR technique from the well-controlled measuring condition and results,” Opt. Quant. Electron. 37, pp. 1305–1317.
  • K. Maruo, M. Tsurugi, M. Tumura and Y. Ozaki. (2003). “In vivo non-invasive measurement of blood glucose by near-infrared diffuse-reflectance spectroscopy,” Appl. Spectrosc. 57, pp. 1236–1244.
  • J. J. Burmeister, M. A Arnold and G. W. Small. (1999). “Evaluation of measurement sites for non-invasive blood glucose sensing near-infrared transmission spectroscopy,” Clin. Chem. 45, pp.1621–1627.
  • O. S Khalil. (1999). “Spectroscopic and clinical aspects of non-invasive glucose measurements,” Clin. Chem. 45, pp. 165–177.
  • O. S. Khalil. (2004). “Non-invasive glucose measurement technologies: an update from 1999 to the dawn of the new millennium,” Diabetes Technol. Ther. 6, pp. 660–697.
  • A. K. Amerov, J. Chen, G. W. Small, M. A. Arnold. (2005). “Scattering and absorption effects in the determination of glucose in whole blood by near-infrared spectroscopy,” Anal. Chem. 77, pp. 4587–494.
  • J. S. Maier, S. A. Walker, S. Fantini, M. A. Franceschini and E. Gratton. (1994). “Possible correlation between blood glucose concentration and the reduced scattering coefficient of tissues in the near infrared,” Opt. Lett. 19, pp. 2062–2064.
  • O. Amir, D. Weinstein, S. Zilberman, M. Less, D. Perl-Treves, H. Primack, A. Weinstein, E. Gabis, B. Fikhte and A. Karasik. (2007). “Continuous noninvasive glucose monitoring technology based on “occlusion spectroscopy,” J. Diabetes Sci. Technol. 1(4), pp. 463–469.
  • J. Yadav, A. Rani, V. Singh and B. M. Murari. “Near-infrared LED based Non-invasive Blood Glucose Sensor,” in International Conference on Signal Processing Integrated Network (SPIN), 2014, pp. 591–594.
  • O. C. Kulkarni, P. Mandal, S. S. Das, and S. Banerjee. “Feasibility study on noninvasive blood glucose measurement using photoacoustic method,” in 4th International Conference on Bioinformatics and Biomedical Engineering (ICBBE), Chengdu, 2010, pp. 18–20.
  • K. Maruo, Mitsuhiro Tsurugi, Jakusei Chin, Tomohiro Ota, Hidenobu Arimoto, Yukio Yamada, Member Mamoru, Tamura Masataka Ishii and Yukihiro Ozaki. (2003). “Noninvasive blood glucose assay using a newly developed near-infrared system,” J. Selected Topics Quant. Elect. 9 (2).
  • V. Singh, I. Gupta and H. O. Gupta. (2007). “ANN-based predictor for distillation using Levenberg–Marquardt approach,” Eng. Appl. Artif. Intell. 20, pp. 249–259.
  • A. Rani, V. Singh and J. R. P. Gupta. (2013). “Development of soft sensor for neural network based control of distillation column,” ISA Trans. 52, pp. 438–449.
  • A. Rani, V. Singh and J. R. P. Gupta. (2011). “Soft Sensor based on adaptive linear network for distillation process,” Int. J. Comput. Appl. 36, pp. 39–45.
  • V. H Gaidhane, V. Singh, Y. V. Hote and M. Kumar. (2011). “New approaches for image compression using neural network,” J. Intell. Learn. Syst. Appl. 03, pp. 220–229.
  • Vilas H. Gaidhane, Yogesh V. Hote and Vijander Singh. (2012). “Nonrigid image registration using efficient similarity measure and Levenberg–Marquardt optimization,” Biomed. Eng. Lett. 2(2), pp. 118–123.
  • H. M Heise, R. Marbach, T. h. Koschinsky and F. A. Gries. (1994). “Non-invasive blood glucose sensors based on near-infrared spectroscopy,” Artif. Organs 18(6), pp. 439–447. doi: 10.1111/j.1525-1594.1994.tb02230.x,,
  • S. Ramasahayam, K. S. Haindavi and S. R. Chowdhury. (2015). “Non-invasive estimation of blood glucose concentration using near infrared optodes,” Smart Sensors Meas. Instrum. 12, pp. 67–82. doi: 10.1007/978-3-319-12898-6_4
  • Y. Yeh, F. H. Charles and S. K. Omar. (2003). “Monitoring blood glucose changes in cutaneous tissue by tissue by temperature-modulated localized reflectance measurements,” Clin. Chem. 49(6), pp. 924–934, doi:10.1373/49.6.924.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.