References

Here are the references used to compute the set of features and for signal processing methods:

[1] Heart rate variability - Standards of measurement, physiological interpretation, and clinical use, Task Force of The European Society of Cardiology and The North American Society of Pacing and Electrophysiology, 1996

[2] Signal Processing Methods for Heart Rate Variability - Gari D. Clifford, 2002

[3] Physiological time-series analysis using approximate entropy and sample entropy, Joshua S. Richman, J. Randall Moorman - 2000

[4] Using Lorenz plot and Cardiac Sympathetic Index of heart rate variability for detecting seizures for patients with epilepsy, Jesper Jeppesen et al, 2014

[5] Pre-ictal heart rate variability assessment of epileptic seizures by means of linear and non-linear analyses, Soroor Behbahani, Nader Jafarnia Dabanloo et al - 2013

[6] Physiological time-series analysis using approximate entropy and sample entropy, JOSHUA S. RICHMAN1, J. RANDALL MOORMAN - 2000

Here are the references used to compute the pre processing and filtering methos:

[2] Signal Processing Methods for Heart Rate Variability - Gari D. Clifford, 2002

[7] O. Inbar, A. Oten, M. Scheinowitz, A. Rotstein, R. Dlin, R.Casaburi. Normal cardiopulmonary responses during incremental exercise in 20-70-yr-old men.

[8] W. C. Miller, J. P. Wallace, K. E. Eggert. Predicting max HR and the HR-VO2 relationship for exercise prescription in obesity.

[9] H. Tanaka, K. D. Monahan, D. R. Seals. Age-predictedmaximal heart rate revisited.

[10] M. Gulati, L. J. Shaw, R. A. Thisted, H. R. Black, C. N. B.Merz, M. F. Arnsdorf. Heart rate response to exercise stress testing in asymptomatic women.

[11] Kamath M.V., Fallen E.L.: Correction of the Heart Rate Variability Signal for Ectopics and Miss- ing Beats, In: Malik M., Camm A.J.

[12] Geometric Methods for Heart Rate Variability Assessment - Malik M et al

[13] Automatic filtering of outliers in RR-intervals before analysis of heart rate variability in Holter recordings: a comparison with carefully edited data - Marcus Karlsson, Rolf Hörnsten, Annika Rydberg and Urban Wiklund

[14] Automatic ectopic beat elimination in short-term heart rate variability measurements Acar B., Irina S., Hemingway H., Malik M.