An advanced detrending method with application to HRV analysis

@article{Tarvainen2002AnAD,
  title={An advanced detrending method with application to HRV analysis},
  author={Mika P. Tarvainen and Perttu O. Ranta-aho and Pasi A. Karjalainen},
  journal={IEEE Transactions on Biomedical Engineering},
  year={2002},
  volume={49},
  pages={172-175}
}
An advanced, simple to use, detrending method to be used before heart rate variability analysis (HRV) is presented. The method is based on smoothness priors approach and operates like a time-varying finite-impulse response high-pass filter. The effect of the detrending on time- and frequency-domain analysis of HRV is studied. 
Highly Influential
This paper has highly influenced 22 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS

From This Paper

Figures, tables, and topics from this paper.
327 Citations
13 References
Similar Papers

Citations

Publications citing this paper.
Showing 1-10 of 327 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 13 references

Heart rate variability: Origins, methods, and interpretive caveats

  • G. Berntson, J. B., +8 authors W.V.D. Molen
  • Psychophysiol, vol. 34, pp. 623–648, 1997.
  • 1997

Regularization and Bayesian methods for evoked potential esimation

  • P. Karjalainen
  • PhD thesis, University of Kuopio, Department of…
  • 1997
1 Excerpt

Heart rate variability – standards of measurement, physiological interpretation, and clinical use

  • Task force of the European society of cardiology, the North American society of pacing, electrophysiology
  • Circulation, vol. 93, pp. 1043–1065, March 1996.
  • 1996
3 Excerpts

Smoothness priors

  • W. Gersch
  • New Directions in Time Series Analysis, Part II…
  • 1991
1 Excerpt

A comparison of three quantification methods for estimation of respiratory sinus arrhythmia

  • P. Grossman, J. van Beek, C. Wientjes
  • Psychophysiol, vol. 27, pp. 702–714, November…
  • 1990

Similar Papers

Loading similar papers…