×

Time series analysis of ECG: A possibility of the initial diagnostics. (English) Zbl 1141.37366

Summary: The methods of nonlinear dynamics are applied to reveal the pathologies of patients with different heart failures. Our approach is based on the analysis of the correlation and embedding dimensions of the RR-intervals of ECGs. We demonstrate that these characteristics are quite convenient tools for the initial diagnosis. Advantages and disadvantages of the method are discussed.

MSC:

37M10 Time series analysis of dynamical systems
92C50 Medical applications (general)
PDFBibTeX XMLCite
Full Text: DOI

References:

[1] Altman D. G., Practical Statistics for Medical Research (1991)
[2] DOI: 10.1103/PhysRevLett.87.168105 · doi:10.1103/PhysRevLett.87.168105
[3] Cutler C., Nonlinear Dynamics and Time Series 11 (1997)
[4] A. L. Goldberger and P. R. Rigney, Dynamic Patterns in Complex Systems (1988) pp. 248–261.
[5] DOI: 10.1007/BF02368429 · doi:10.1007/BF02368429
[6] DOI: 10.1038/scientificamerican0290-42 · doi:10.1038/scientificamerican0290-42
[7] DOI: 10.1161/01.CIR.101.23.e215 · doi:10.1161/01.CIR.101.23.e215
[8] DOI: 10.1063/1.166330 · Zbl 1056.92511 · doi:10.1063/1.166330
[9] DOI: 10.1016/0167-2789(83)90298-1 · Zbl 0593.58024 · doi:10.1016/0167-2789(83)90298-1
[10] DOI: 10.1103/PhysRevE.65.036212 · doi:10.1103/PhysRevE.65.036212
[11] DOI: 10.1111/j.1540-8167.1994.tb01300.x · doi:10.1111/j.1540-8167.1994.tb01300.x
[12] DOI: 10.1103/PhysRevE.56.316 · doi:10.1103/PhysRevE.56.316
[13] DOI: 10.1063/1.166090 · doi:10.1063/1.166090
[14] Loskutov A., Moscow Univ. Phys. Bull. 57 pp 1–
[15] DOI: 10.1142/S0218127404010734 · Zbl 1060.92027 · doi:10.1142/S0218127404010734
[16] Mikhailov A. S., Foundation of Synergetics II. Complex Patterns (1995)
[17] DOI: 10.1063/1.166141 · doi:10.1063/1.166141
[18] DOI: 10.1016/S0167-2789(97)00296-0 · Zbl 0891.60096 · doi:10.1016/S0167-2789(97)00296-0
[19] DOI: 10.1103/PhysRevLett.72.3811 · doi:10.1103/PhysRevLett.72.3811
[20] T. Sauer, Nonlinear Dynamics and Time Series 11, eds. C. Cutler and D. Kaplan (1997) pp. 63–75.
[21] Ashkenazy V., Phys. Rev. Lett. 87 pp 068104-1–
[22] Schuster H. G., Deterministic Chaos. An Introduction (1984)
[23] DOI: 10.1007/s003990070035 · doi:10.1007/s003990070035
[24] DOI: 10.1103/PhysRevE.61.733 · doi:10.1103/PhysRevE.61.733
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.