166
Views
11
CrossRef citations to date
0
Altmetric
Innovations

Parametric modelling of cardiac system multiple measurement signals: an open-source computer framework for performance evaluation of ECG, PCG and ABP event detectors

, , , &
Pages 117-134 | Received 03 Oct 2011, Accepted 29 Nov 2011, Published online: 23 Jan 2012

References

  • Sachse, F.B., 2004, Computational Cardiology Modeling of Anatomy Electrophysiology and Mechanics (Berlin, Heidelberg: Springer-Verlag).
  • McSharry, P.E., Clifford, G.D., Tarassenko, L.S., and Leonard, A., 2003, A dynamical model for generating synthetic electrocardiogram signals. IEEE Transactions on Biomedical Engineering, 50, 289–294.
  • Ghaffari, A., Homaeinezhad, M.R., Ahmadi, Y., Atarod, M., and Akraminia, M., 2010, An open-source mathematical framework for performance evaluation of QRS complex detectors. Simulation Modeling, Practice and Theory, 18, 860–880.
  • Killmann, R., Wach, P., and Dienstl, F., 1991, Three-dimensional computer model of the entire human heart for simulation of reentry and tachycardia: Gap phenomenon and Wolff-Parksinson-White syndrome. Basic Research in Cardiology, 86, 485–501.
  • Siregar, P., Sinteff, J.P., Chahine, M., and Lebeux, P., 1996, A cellular automata model of the heart and its coupling with a qualitative model. Computers and Biomedical Research, 29, 222–246.
  • Murillo, M., and Cai, X.-C., 2004, A fully implicit parallel algorithm for simulating the non-linear electrical activity of the heart. Numerical Linear Algebra with Applications, 11, 261–277.
  • Xia, L., Huo, M.H., Zhang, X., Wei, Q., and Liu, F., 2004, Beating heart modeling and simulation. Proceeding of the Computers in Cardiology (CinC) Conference, 31, pp. 137–141.
  • Libby, P., Bonow, R.O., Mann, D.L., and Zipes, D.P., 2007, Braunwald’s Heart Disease: A Textbook of Cardiovascular Medicine, 8th edn (Saunders, USA).
  • Sayadi, O., and Shamsollahi, M.B., 2008, ECG denoising and compression using a modified extended Kalman filter structure. IEEE Transactions on Biomedical Engineering, 55, 2240–2248.
  • Sayadi, O., Shamsollahi, M.B., and Clifford, G.D., 2010, Robust detection of premature ventricular contractions using a wave-based Bayesian framework. IEEE Transactions on Biomedical Engineering, 57, 353–362.
  • Sayadi, O., and Shamsollahi, M.B., 2009, A model-based Bayesian framework for ECG beat segmentation. Physiological Measurement, 30, 335–352.
  • Moody, G.B., and Mark, R.G., 1990, The MIT-BIH Arrhythmia Database on CD-Rom and software for it. Proceedings of Computers in Cardiology, Lund, Sweden, Sep 1997, pp. 673–676.
  • Homaeinezhad, M.R., Ghaffari, A., Najjaran Toosi, H., Tahmasebi, M., and Daevaeiha, M.M., 2010, Optimal delineation of ambulatory Holter ECG events via false-alarm bounded segmentation of a wavelet-based principal components analyzed decision statistic. Cardiovascular Engineering—An International Journal, 10, 136–156.
  • Laguna, P., Mark, R., Goldenberger, A., and Moody, G.B., 1997, A database for evaluation of algorithms for measurement of QT and other waveform intervals in ECG. Proceedings of Computers in Cardiology, pp. 673–676.
  • Moody, G.B., 2008, The PhysioNet/Computers in Cardiology Challenge: T-Wave Alternans. Proceedings of Computers in Cardiology, 35, 505–508.
  • Homaeinezhad, M.R., Abbas Atyabi, S., Deneshvar, E., Ghaffari, A., and Tahmasebi, M., 2010, Discrete wavelet-aided delineation of PCG signal events via analysis of an area curve length-based decision statistic, Journal of Cardiovascular Engineering, 10, 218–234.
  • Columbus Technical College, 2010, Nursing Student Heart Sound Database. Available online at: http://www.ctcadn.com/heartsounds. [last accessed June 2011].
  • Homaeinezhad, M.R., Aghaee, M., Najjaran Toosi, H., Ghaffari, A., and Rahmani, R., Robust arterial blood pressure characteristic locations detection via analysis of a wavelet-derived static-baseline metric. Proceedings of the Computing in Cardiology Conference, Belfast, UK, 24–27 September 2010.
  • Goldberger, A.L., Amaral, L.A.N., Glass, L., Hausdorff, J.M. Ivanov, P., Ch. Mark, R.G. Mietus, J.E. Moody, G.B. Peng C.K., and Stanley, H.E., 2000, PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals. Circulation, 101, e215–e220.

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.