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Index

ECG Features *

 
Time domain
Frequency domain
Entropy-based
• Activity
• Max Power Spectrum Densty(PSD)
• Spectral entropy
• Energy
• Peak Frequency
• Shannon entropy
• 4th Power
• Mean PSD
 
• Curve Length
• Median PSD
 
• Nonlinear Energy
• Peak frequencies for VLF, LF and HF bands
 
• Katz Fractal Dimention
• Absolute powers of VLF, LF and HF bands
 
• Higuchi Fractal Dimention
• Ratio between LF and HF band powers
 
• Hjorty Mobility
• Total spectral power
 
• Hjorty Complexity
 
 
• Petrosian Fractal Dimention
 
 
• The mean of RR intervals
 
 
• Detrended Fluctuation Analysis
 
 
 
* F. S. Bao, X. Liu,C. Zhang. PyEEG:An open source python module for EEG/MEG feature extraction. Comp. Int. and Neurosc. 2011 (2011) (Article ID 406391)
* M. Wiggins, A. Saad, B. Litt, G. Vachtsevanos. Evolving a bayesian classifier for ECG-based age classification in medical applications. Appl. Soft Comput. 8 (1)  (2008) 599-608
* M.P. Tarvainen, J.-P. Niskanen, J.A. Lipponen, P.O. Ranta-aho, P.A. Karjalainen. Kubios HRV – Heart rate variability analysis software. Comput. Methods Prog. Biomed. 113 (1) (2014) 210-220
*Y. Işler, M. Kuntalp. Heart rate normalization in the analysis of heart rate variability in congestive heart failure. Proc Inst Mech Eng [H] Engineering in medicine. 224 (3) (2010) 453-463
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