Analysis of RR intervals time series of congestive heart failure patients with Higuchi's fractal dimension

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 3453-3456

  Munoz Diosdado A ^a   Galvez Coyt G ^a   Perez Uribe B M ^a   Arellanes Gonzalez J ^a  

^a INSTITUTO POLITÉCNICO NACIONAL   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

CONGESTIVE HEART FAILURES; NORMAL SINUS RHYTHM; RR INTERVALS; SLEEP STAGE;

BIOLOGY; FRACTAL DIMENSION; PARTIAL DISCHARGES; QUALITY ASSURANCE; SAFETY ENGINEERING; SLEEP RESEARCH; TABLE LOOKUP; TIME SERIES;

TIME SERIES ANALYSIS;

ADULT; AGED; ALGORITHM; ARTICLE; FEMALE; FRACTAL ANALYSIS; HEART FAILURE; HUMAN; MALE; METHODOLOGY; MIDDLE AGED; OSCILLOMETRY; PATHOPHYSIOLOGY; REGRESSION ANALYSIS; SIGNAL PROCESSING; SLEEP; SLEEP STAGE; TIME;

ADULT; AGED; ALGORITHMS; FEMALE; FRACTALS; HEART FAILURE; HUMANS; MALE; MIDDLE AGED; OSCILLOMETRY; REGRESSION ANALYSIS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP; SLEEP STAGES; TIME FACTORS;

EID: 84903873532     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5334596     Document Type: Conference Paper

References (23)

1. C. K. Peng, S. V. Buldyrev, A. L. Goldberger, S. Havlin, M. Simons, H. E. Stanley, "Finite-size effects on long-range correlations: Implications for analyzing DNA sequences", Phys. Rev. E vol.47, pp.3730, 1993.
2. K. Hu, P. Ch. Ivanov, Z. Chen, P. Carpena, H. E. Stanley, "Effect of trends on detrended fluctuation analysis", Phys. Rev. E vol.64, 011114, 2001.
3. S. Havlin, L.A.N. Amaral, Y. Ashkenazy, A. L. Goldberger, P. Ch. Ivanov, C.-K. Peng, H. E. Stanley, "Application of statistical physics to heartbeat diagnosis", Physica A vol.274, pp. 99, 1999.
4. L. Guzmán Vargas, A. Muñoz Diosdado, F. Angulo Brown,"Influence of loss of time-constants repertoire in pathologic heartbeat dynamics", Physica A vol.348, pp. 304, 2005.
5. A. Muñoz-Diosdado, J. L. Del Río Correa, "Analysis of Crossovers in the Interbeat Sequences of Elderly Individuals and Heart Failure Patients", AIP Conference Proceedings vol.854 pp. 215, 2006.
6. L. Guzmán Vargas, F. Angulo Brown, "Sample model of the aging effect in heartbeat time series", Phys. Rev. E vol.67, 052901, 2003.
7. A. Muñoz Diosdado, L. Guzmán Vargas, A. Ramírez Rojas, J. L. Del Río Correa, F. Angulo Brown, "Some cases of crossover behavior in heart interbeat and electroseismic series", Fractals vol.13(4) pp. 253, 2005.
8. T. Higuchi, "Approach to an irregular time series on the basis of the fractal theory", Physica D vol.31, pp. 277, 1988.
9. T. Higuchi, "Relationship between the fractal dimension and the power law index for a time series: A numerical investigation", Physica D vol.46, pp. 254, 1990.
10. A. Muñoz-Diosdado, J. L. Del Río Correa "Analysis of Crossovers in the Interbeat Sequences of Elderly Individuals and Heart Failure Patients", AIP Conference Proceedings vol.854, pp. 215, 2006.
11. H. G. Stanley, "Exotic statistical physics: Applications to biology, medicine and economics", Physica A, vol.285, pp. 1-17, 2000.
12. P. Ch. Ivanov, L. A. Nunez Amaral, A. L. Goldberger, S. Havlin, M. G. Rosemblum, Z. R. Struzik, and H. E. Stanley, "Multifractality in human heartbeat dynamics", Nature (London) vol.399, pp. 461, 1999.
13. A. Muñoz-Diosdado, V. H. Almanza Veloz, J. L. Del Río Correa, "Multifractal analysis of aging and complexity in heartbeat time series", AIP Conference Proceedings vol.724, pp. 186, 2004.
14. J. L. Del Río Correa, and A. Muñoz-Diosdado, "Multifractality in physiological time series", AIP Conference Proceedings, vol.630, pp.191, 2002.
15. A. Muñoz Diosdado, F. Angulo Brown, J. L. Del Río Correa, "Changes in multifractality with aging and heart failure in heartbeat interval time series" in Proc. 27th IEEE EMBS Annual International Conference, Shanghai, China, 2005.
16. A. Muñoz-Diosdado, J. L. Del Río-Correa, "Further Study of the Asymmetry for Multifractal Spectra of Heartbeat Time Series", in Proc. 28th IEEE EMBS Annual International Conference, New York, USA, 2006.
17. A. Muñoz Diosdado, G. Gálvez Coyt, D. Bueno Hernández, H. Reyes Cruz, "Analysis of correlations in heart dynamics in wake and sleep phases", in 29th IEEE EMBS Annual International Conference. Proceedings IEEE EMBS Annual International Conference, Lyon, France, 2007, 1450-1453
18. A. B. Chhabra, and R. V. Jensen, "Direct determination of the f(α) singularity spectrum", Physical Review Letters vol.62, pp. 1327, 1989.
19. A. B. Chhabra, C. Menevau, R. V. Jensen, and K. R. Sreenivasan, "Direct determination of the f(α) singularity spectrum and its application to fully developed turbulence", Physical Review A vol.40, pp. 5284, 1989.
20. P. Ch. Ivanov, A. Bunde, L. A. N. Amaral, S. Havlin, J. Fritsch- Yelle, R. M. Baevsky, H. E. Stanley, A. L. Goldberger, "Multifractality in human heartbeat dynamics", Europhysics Letters vol. 48(5), pp. 594, 1999.
21. J. Alvarez-Ramírez, E. Rodríguez, J. C. Echeverría, A. de Luca, A. Velasco, "Heart beat dynamics during sleep and wake phases: a feedback control approach", Physica A vol.348, pp. 281, 2005.
22. L.Telesca, G. Colangelo, V. Lapenna, J. Heinicke, and U. Koch, "Quantitative dynamics in geophysical parameters simultaneously recorded in the Soos Nature Park (Czech Republic)", Fluctuation and Noise Letters 3(1), pp. L73-L82, 2003.
23. A. L. Goldberger., L. A. N. Amaral., L. Glass, J. M. Hausdorff., P. Ch. Ivanov., R. G. Mark, J. E. Mietus, G. B. Moody, C. K. Peng, and H. Stanley, "PhysioBank, PhysioToolkit, and Physionet: Componets of a New Researh Resource for Complex Physiologic Signals", Circulation vol.101(23), pp. e215-e220, 2000, [http://circ.ahjournals.org/org/cgi/ content/full/101/23/e215].