Comparative analysis of methods for classifying the cardiovascular system's states under stress

Critical Reviews in Biomedical Engineering

Volumn 29, Issue 3, 2001, Pages 462-481

  Anishchenko, V S ^a   Igosheva, N B ^a   Pavlov, A N ^a   Khovanov, I A ^a   Yakusheva, T A ^a  

^a SARATOV STATE UNIVERSITY   (Russian Federation)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DYNAMICS; ELECTROCARDIOGRAPHY; STRESSES;

NONLINEAR-DYNAMICS ALGORITHMS;

CARDIOVASCULAR SYSTEM;

ALGORITHM; ANALYTIC METHOD; ARTICLE; CARDIOVASCULAR DISEASE; CONTROLLED STUDY; DIAGNOSTIC PROCEDURE; DISEASE CLASSIFICATION; ELECTROCARDIOGRAPHY; HUMAN; INTERMETHOD COMPARISON; PRIORITY JOURNAL; RR INTERVAL; SIGNAL PROCESSING; STRESS;

EID: 0035177271     PISSN: 0278940X     EISSN: None     Source Type: Journal    
DOI: 10.1615/CritRevBiomedEng.v29.i3.100     Document Type: Article

References (31)

1. Long-range anti-correlations and non-Gaussian behavior of the heartbeat
2. Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat times series
3. Scaling behavior of heartbeat intervals obtained by wavelet-based times series analysis
4. Multifractality in human heartbeat dynamics
5. Approximate entropy (ApEn) as a complexity measure
6. Quantitative analysis of heart rate variability
7. The application of methods of nonlinear dynamics for the improved and predictive recognition of patients threatened by sudden cardiac death
8. Reconstruction and structure of electrocardiogram phase portraits
9. Phase space embedding of electrocardiograms
10. Pattern entropy as a tool for nonlinear dynamical analysis of a biological nonstationary system: The human heart
11. Physics of the human cardiovascular system
12. Heart rate variability. Standards of measurement, physiological interpretation, and clinical use
13. Characterization of strange attractors
14. Measuring the strangeness of strange attractors
15. Fundamental limitations for estimating dimensions and Lyapunov exponents in dynamical systems
16. Wavelet analysis: Basic theory and examples of application
17. A practical guide to wavelet analysis
18. Comparing spectra of a series of point events particularly for heart rate variability data
19. Determining Lyapunov exponents from a time series
20. Complexity in dynamical systems with noise
21. Concept of complexity in random dynamical systems
22. Measures of complexity in signal analysis
23. Geometry from a time series
24. Detecting strange attractors in turbulence
25. Cardiovascular pathology diagnosis based on calculating the main Lyapunov exponent by the RR-interval sequence
26. Normalized entropy to assess the features of cardiovascular system reactions to stress in individuals of different sexes