158
Views
85
CrossRef citations to date
0
Altmetric
Original Article

ANN-based QRS-complex analysis of ECG

, &
Pages 160-167 | Published online: 09 Jul 2009

References

  • Borjesson P. O., Pahlm O., Sornmo L., Nygards M. Adaptive ORS detection based on maximum A posteriori estimation. IEEE Transactions on Biomedical Enginering 1982; 29: 341–351
  • Pan J., Tompkins W. J. A real-time QRS detection algorithm. IEEE Transactions on Biomedical Engineering 1985; 32: 230–236
  • Hamilton P. S., Tompkins W. J. Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database. IEEE Transactions on Biomedical Engineering 1986; 33: 1157–1165
  • Mahoudeaux P. M., Moreau C., Moreau D. Simple microprocessor-based system for on-line e.c.g. arrhythmia analysis. Medical & Biological Engineering & Computing 1981; 19: 497–500
  • Fraden J., Neuman M. R. QRS wave detection. Medical & Biological Engineering & Computing 1980; 18: 125–132
  • Ashlstorm M. L., Tompkins W. J. Automated high-speed analysis of holter tapes with microcomputers. IEEE Transactions in Biomedical Engineering 1983; 30: 651–657
  • Okada M. A digital filter for the QRS complex detection. IEEE Transactions on Biomedical Engineering 1979; 26: 700–703
  • Gray M. F., Thomas C. J., Jadallah M. A., Yates S. L., Quint S. L., Nagle H. T. A comparison of the noise sensitivity of nine QRS detection algorithms. IEEE Transactions on Biomedical Engineering 1990; 37: 85–98
  • Xue Q., Hu Y. H., Tompkins W. J. Adaptive matched filtering for the ECG detection. Proceedings of the Annual International Conference of the IEEE Engineering, Medical and Biological Society. IEEE Press, New York 1988; 145–146
  • Xue Q., Hu Y. H., Tompkins W. J. Neural-network-based adaptive matched filtering for QRS detection. IEEE Transactions on Biomedical Engineering 1992; 39: 317–329
  • Willems J. L., Arnaud P., Van Bemmel J. H., Bourdillon P. J., Degani R., Denis B., Graham I., Harms F. M.A., Macfarlane P. W., Mazzocca G., Meyer J., Zywietz C. A reference data base for multilead electrocardio-graphic computer measurement programs. The Journal of the American College of Cardiology 1987; 10: 1313–1321
  • Willems J. L. The CSE multilead atlas—measurement results 1988; DS-3: 92–341
  • Lippmann R. An introduction to computing with neural nets. IEEE ASSP Magazine 1987; 4: 4–22
  • Don R. H., Bill H. Progress in supervised neural networks: what's new since Lippmann. IEEE Signal Processing Magazine 1993; 1: 8–39
  • The CSE working party. Recommendations for measurement standards in quantitative electrocardiography. European Heart Journal 1985; 6: 815–825
  • Vijaya G., Kumar V., Verma H. K. ANN based R-peak detection in ECG. Proceedings of the National Symposium on Instrumentation (NSI-20), Hyderabad, 25–28 September 1995, 1995, Chapter, conducted by the Instrument Society of India
  • Vijaya G., Kumar V., Verma H. Artificial neural network based wave complex detection in electrocardiograms. International Journal of Systems Science 1997; 28: 128–132
  • Wagner G. S. Marriott's Practical Electrocardiography, 9th edn. B.I. Waverly Pvt. Ltd., New DelhiIndia 1994
  • Pahlm O., Sornmo L. Software QRS detection in ambulatory monitoring—a review. Medical & Biological Engineering & Computing 1984; 22: 289–297
  • Holsinger W. P., Kempner K. M., Miller M. H. A QRS preprocessor based on digital differentiation. IEEE Transactions on Biomedical Engineering 1971; 18: 212–217
  • Thakor N. V., Webster J. G., Tompkins W. J. Optimal QRS detector. Medical & Biological Engineering & Computing 1983; 21: 343–350
  • Ahlstrom M. L., Tompkins W. J. Digital filters for real-time ECG signal processing using microprocessors. IEEE Transactions on Biomedical Engineering 1985; 32: 708–713
  • Trahanias P. E., Skordalakis E. Bottom-up approach to ECG pattern recognition problem. Medical & Biological Engineering & Computing 1989; 27: 221–229
  • Trahanias P. E. An approach to QRS complex detection using mathematical morphology. IEEE Transactions on Biomedical Engineering 1993; 40: 201–205
  • Gritzali F. Towards a generalized scheme for QRS detection in ECG waveforms. Signal Processing 1988; 15: 183–192

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.