Skip to main content
Log in

An Experimental Neural Network Cardiac Analyzer

  • Published:
Biomedical Engineering Aims and scope

Automatic analysis of ECG provides prophylactic diagnosis of cardiovascular system diseases in patients with risk of cardiac system pathology. This diagnosis can be mediated by neural network methodology. The goal of this work was to develop an experimental neural network cardiac analyzer. This analyzer is based on modular structure. This system provides automatic diagnosis of ECG and cardiac rhythm.

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. R. Poli, S. Cagnoni, R. Livi, et al., Computer, No. 3, 64–71 (1991).

  2. G. R. Gindi, C. J. Darken, K. M. O’Brien, et al., IEEE Trans. Biomed. Eng., 38, 246–252 (1991).

    Article  Google Scholar 

  3. J. Allen and A. Murray, Physiol. Meas., 14, 13–22 (1993).

    Article  Google Scholar 

  4. M. L. Astion, M. H. Wener, R. G. Thomas, G. G. Hunder, and D. A. Bloch, Arthr. Reum., 37, 760–770 (1994).

    Article  Google Scholar 

  5. W. G. Baxt, Med. Decis. Making, 14, 217–222 (1994).

    Article  Google Scholar 

  6. W. G. Baxt, Cancer Lett., 77, 85–93 (1994).

    Article  Google Scholar 

  7. W. G. Baxt, Ann. Intern. Med., 115, 843–848 (1991).

    Google Scholar 

  8. W. G. Baxt, Ann. Emerg. Med., 21, 1439–1444 (1992).

    Article  Google Scholar 

  9. Z. Guo, L. G. Durand, H. C. Lee, et al., Med. Biol. Eng. Comput., 32, 311–316 (1994).

    Article  Google Scholar 

  10. D. Barschdorff, S. Ester, T Dorsel, et al., Biomed. Tech. Berlin, 35, 271–279 (1990).

    Article  Google Scholar 

  11. H.-L. Lee, S. Suzuki, Y. Adachi, et al., In: Proc. of Int. Joint Conf. on Neural Networks, Vol. 1, Nagoya, Japan (1993), pp. 774–777.

  12. T.-F. Yang, B. Devine, and P. W. Macfarlane, Eur. Heart J., 15, 449 (1994).

    Google Scholar 

  13. M. Hoher, H. A. Kestler, G. Palm, et al., Eur. Heart J., 15, 114 (1994).

    Google Scholar 

  14. H. Nakajima, J. Anbe, Y. Egoh, et al., Eur. J. Card. Pacing Electrophysiol., 54 (1994).

  15. S. Haykin, Neural Networks [Russian translation], Williams Publishers, Moscow (2006).

    Google Scholar 

  16. R. V. Isakov, M. A. Al Mabrouk, Yu. A. Luk’yanova, and L. T. Sushkova, Biomed. Radioel., 9–13 (2010).

  17. R. V. Isakov, Yu. A. Luk’yanova, and M. A. Al Mabrouk, In: Proc. 9th Int. Sci.-Tech. Conf. Physics and Radioelectronics in Medicine and Ecology, Vladimir (2010), pp. 250–254.

  18. R. V. Isakov and A. A. Nashvan, In: Proc. 9th Int. Sci.-Tech. Conf. Physics and Radioelectronics in Medicine and Ecology, Vladimir (2010), pp. 162–165.

  19. R. V. Isakov and E. V. Yurlova, In: Proc. 9th Int. Sci.-Tech. Conf. Physics and Radioelectronics in Medicine and Ecology, Vladimir (2010), pp. 165–167.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to R. V. Isakov.

Additional information

Translated from Meditsinskaya Tekhnika, Vol. 45, No. 3, May-Jun., 2011, pp. 18–26.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Isakov, R.V., Al Mabrouk, M.A. & Sushkova, L.T. An Experimental Neural Network Cardiac Analyzer. Biomed Eng 45, 91–97 (2011). https://doi.org/10.1007/s10527-011-9218-9

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10527-011-9218-9

Keywords

Navigation