Analysis of heart rate variability based on singular value decomposition entropy

Journal of Shanghai University

Volumn 12, Issue 5, 2008, Pages 433-437

  Li, Shi Yang ^a   Yang, Ming ^a   Li, Cun Cen ^a   Cai, Ping ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Congestive heart failure (CHF); Entropy; Heart rate variability (HRV); Singular value decomposition (SVD)

Indexed keywords

EID: 54249084572     PISSN: 10076417     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11741-008-0511-3     Document Type: Article

References (17)

1. S. Guzzetti R. Magatelli E. Borroni 2001 Heart rate variability in chronic heart failure [J] Autonomic Neuroscience: Basic and Clinical 90 102 105
2. V. L. Guzman 2003 Fractal changes in heart rate dynamics with aging and heart failure [J] Fluctuation and Noise Letters 3 1 L83 L90
3. R. Carvajala N. Wesse V. Montserrat 2005 Correlation dimension analysis of heart rate variability in patients with dilated cardiomyopathy [J] Computer Methods and Programs in Biomedicine 78 133 140
4. Z. Z. Wang Z. Li Y. X. Wei 2002 Lyapunov exponents for synchronous 12-lead ECG signals [J] Chinese Science Bulletin 47 21 1845 1848
5. P. C. Ivanov L. N. Amaral A. Goldberger 1999 Multifractality in human heartbeat dynamics [J] Nature 399 461 465
6. Pincus S M. Approximate entropy as a measure of system complexity [C]// Proceedings of the National Academy of Sciences of USA. Washington, USA: National Academy of Sciences, 1991, 88(6): 2297-2301.
7. J. S. Richman J. R. Moorman 2000 Physiological time-series analysis using approximate entropy and sample entropy [J] American Journal of Physiology-Heart and Circulatory Physiology 278 6 H2039 H2040
8. J. Li X. B. Ning 2006 Dynamical complexity detection in short-term physiological series using base-scale entropy [J] Physical Review E 73 1 4
9. N. Wessel A. Voss J. Kurths 2000 Evaluation of renormalised entropy for risk stratification using heart rate variability data [J] Medical Biological Engineering and Computing 38 6 680 685
10. M. Costa A. L. Goldberger C. K. Peng 2005 Multiscale entropy analysis of biological signals [J] Physical Review E 71 2 1 18
11. A. M. Sabatini 2000 Analysis of postural sway using entropy measures of signal complexity [J] Medical Biological Engineering and Computing 38 6 617 624
12. F. J. Alonsoa J. M. Castilloa P. Pintadob 2005 Application of singular spectrum analysis to the smoothing of raw kinematic signals [J] Journal of Biomechanics 38 5 1085 1092
13. D. R. Salgado F. J. Alonso 2006 Tool wear detection in turning operations using singular spectrum analysis [J] Journal of Materials Processing Technology 171 3 451 458
14. P. P. Kanjila P. Sarbani S. Goutam 1997 Fetal ECG extraction from single-channel maternal ECG using singular value decomposition [J] IEEE Transactions on Biomedical Engineering 44 1 51 59
15. D. S. Broomhead G. P. King 1986 Extracting qualitative dynamics from experimental data [J] Physica D 20 2 217 236
16. A. L. Goldberger L. A. N. Amaral L. Glass 2000 PhysioBank, PhysioToolkit, and Physionet: components of a new research resource for complex physiologic signals [J] Circulation 101 23 e215 e220
17. V. Corino M. Matteucci L. Cravello 2006 Long-term heart rate variability as a predictor of patient age [J] Computer Methods and Programs in Biomedicine 82 3 248 257