Skip to main content
Log in

Express screening of biological objects using multisensory inversion voltammetry with pattern recognition

  • Investigation Methods for Physicochemical Systems
  • Published:
Protection of Metals and Physical Chemistry of Surfaces Aims and scope Submit manuscript

Abstract

Express diagnosis of biological objects is required for operative preliminary estimation of various states of the organism. A new method is proposed for recognition of multidimensional patterns obtained by analysis of multisensory voltammograms of electrochemical test system in the formats of “electronic tongue” and “electronic nose” formats. These formats are realized in the process of electrochemical studies of liquid and gaseous phases. The proximity of the obtained pattern of the tested object to the known patterns accumulated in the database is estimated. Examples of express diagnosis of glaucoma based on the results of electrochemical studies of blood serum are provided.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Jellum, E., Stokke, O., and Eldjam, L., Anal. Chem., 1973, vol. 46, p. 1099.

    Google Scholar 

  2. D’Amico, A., Di Natale, C., Paolesse, R., et al., Sens. Actuat. B: Chem, 2008, vol. 130, p. 458.

    Article  Google Scholar 

  3. Roscioni, C. and De Ritis, G., Ann. Carlo Forlanini, 1968, vol. 28, p. 457.

    Google Scholar 

  4. Pickel, D., Manucy, G., and Walker, D., Appl. Anim. Behav. Sci, 2004, vol. 89, p. 107.

    Article  Google Scholar 

  5. Willis, C.M., Church, S.M., Guest, C.M., et al., Brit. Med. J., 2004, vol. 329, p. 712.

    Article  Google Scholar 

  6. McCulloch, M., Jezierski, T., Broffman, M., et al., Integr. Cancer Ther, 2006, vol. 5, p. 1.

    Article  Google Scholar 

  7. Pelosi, P. and Persaud K.C. In Sensors and Sensory Systems for Advanced Robotics, Berlin: Springer-Verlag, 1988.

    Google Scholar 

  8. Persaud, K.C., Trend. Anal. Chem, 1992, vol. 11, p. 61.

    Article  Google Scholar 

  9. Persaud, K.C. and Dodd, G., Nature, 1982, vol. 299, p. 352.

    Article  Google Scholar 

  10. Gardner, J.W., Sens. Actuat, 1991, vol. 4, p. 109.

    Article  Google Scholar 

  11. Ampuero, S. and Bosset, J.O., Sensors and Actuators B: Chemical, 2003, vol. 94, p. 1.

    Article  Google Scholar 

  12. James, D., Scott, S.M., Ali, Z., and O’Hare, W.T., Microkhim. Acta, 2005, vol. 149, p. 1.

    Article  Google Scholar 

  13. Ganshin, V.M., Fesenko, A.V, and Chebyshev, A.V., Spetsial’Naya tekhnika, 1999, no. 2.

    Google Scholar 

  14. Dolgopolov, N.V. and Yablokov, M., Mir I bezopasnost’, 2007, no. 3, p. 54.

    Google Scholar 

  15. Aleixandre, M., Lozano, J., Guti’errez, J. Sens. Actuators B, vol. 131, p. 71.

  16. Helli, O. and Sia, M., Sens. Actuators B, vol. 103, p. 403.

  17. Thaler, E.R., Laryngoscope, 2002, vol. 112, p. 1533.

    Article  Google Scholar 

  18. Groves, W.A., Zellers, E.T., and Frye, G.C., Anal. Chim. Acta, 1998, vol. 371, p. 131.

    Article  Google Scholar 

  19. Di Natale, C., Macagnano, A., Martinelli, E., et al., Biosens. Bioelectron, 2003, vol. 18, p. 1209.

    Article  Google Scholar 

  20. Cao, W. and Duan, Y., Clin. Chem., 2006, vol. 52, p. 800.

    Article  Google Scholar 

  21. Lukovtsev, V.P., Doronin, A.N., Semenova, V.A., and Ganshin, V.M., Elektrokhimiya, 2009, vol. 45, p. 869.

    Google Scholar 

  22. Andreev, V.N., Ganshin, V.M., Doronin, A.N., et al., RF Patent No. 2375705 (2008).

  23. Kolesnichenko, I.I., Ganshin, V.M., Klyuev, A.L., et al. Tr. 4-i Mezhdunar. nauchno-prakticheskoi konf (Proc. International scientificpratical conference, 2003, St. Petersburg), St. Petersburg: Izd-vo Politekhn. un-ta, 2013.

    Google Scholar 

  24. Khalafyan, A.A., Statistica 6. Statisticheskii analiz dannykh. 3-e izd (Statistica 6. Statistical data analysis, 3rd ed.), Moscow, 2007.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to I. I. Kolisnichenko.

Additional information

Original Russian Text © I.I. Kolisnichenko, A.L. Klyuev, V.M. Ganshin, E.P. Kantarji, A.N. Doronin, V.P. Lukovtsev, V.N. Andreev, V.V. Yemets, V.A. Semyonova, 2014, published in Fizikokhimiya Poverkhnosti i Zashchita Materialov, 2014, Vol. 50, No. 4, pp. 440–444.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kolisnichenko, I.I., Klyuev, A.L., Ganshin, V.M. et al. Express screening of biological objects using multisensory inversion voltammetry with pattern recognition. Prot Met Phys Chem Surf 50, 543–547 (2014). https://doi.org/10.1134/S2070205114040078

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S2070205114040078

Keywords

Navigation