An advanced detrending method with application to HRV analysis

  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},
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. 
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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

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