Network centrality and multiscale transition asymmetry in the heart rate variability analysis of normal and preeclamptic pregnancies
作者： E. Tejera , A.I. Rodrigues , M.J. Areias , I. Rebelo , J.M. Nieto-Villar
DOI: 10.1016/J.CNSNS.2010.07.009
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摘要: Abstract In the present work we define and apply a new methodology for analysis of time series that involves network representation. this methodology, are transformed into with subsequent calculation some centrality indexes as well asymmetry transition frequency matrix, across different scales. The properties proposed were analyzed short-length simulated physiological series. case, use RR intervals, obtained from electrocardiographic records. compared common complexity in normal preeclamptic pregnancies.
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Marios Kyriazis, Practical applications of chaos theory to the modulation of human ageing: nature prefers chaos to regularity. Biogerontology. ,vol. 4, pp. 75- 90 ,(2003) , 10.1023/A:1023306419861
Michael Zoumboulakis, George Roussos, Escalation: Complex Event Detection in Wireless Sensor Networks Lecture Notes in Computer Science. pp. 270- 285 ,(2007) , 10.1007/978-3-540-75696-5_17
J. Lin, Finding Motifs in Time Series knowledge discovery and data mining. ,(2002)
S. M. Pincus, A. L. Goldberger, Physiological time-series analysis: what does regularity quantify? American Journal of Physiology-heart and Circulatory Physiology. ,vol. 266, ,(1994) , 10.1152/AJPHEART.1994.266.4.H1643
Joshua S. Richman, J. Randall Moorman, Physiological time-series analysis using approximate entropy and sample entropy American Journal of Physiology-heart and Circulatory Physiology. ,vol. 278, ,(2000) , 10.1152/AJPHEART.2000.278.6.H2039
G.K. Pal, Pravati Pal, Nivedita Nanda, D. Amudharaj, S. Karthik, Spectral analysis of heart rate variability (HRV) may predict the future development of essential hypertension Medical Hypotheses. ,vol. 72, pp. 183- 185 ,(2009) , 10.1016/J.MEHY.2008.07.060
Hiroaki Kitano, Towards a theory of biological robustness. Molecular Systems Biology. ,vol. 3, pp. 137- 137 ,(2007) , 10.1038/MSB4100179
X. Xu, J. Zhang, M. Small, Superfamily phenomena and motifs of networks induced from time series Proceedings of the National Academy of Sciences of the United States of America. ,vol. 105, pp. 19601- 19605 ,(2008) , 10.1073/PNAS.0806082105
Salvatore Miccichè, Giovanni Bonanno, Fabrizio Lillo, Rosario N. Mantegna, Degree stability of a minimum spanning tree of price return and volatility Physica A-statistical Mechanics and Its Applications. ,vol. 324, pp. 66- 73 ,(2003) , 10.1016/S0378-4371(03)00002-5
Jessica Lin, Eamonn Keogh, Stefano Lonardi, Bill Chiu, A symbolic representation of time series, with implications for streaming algorithms Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery - DMKD '03. pp. 2- 11 ,(2003) , 10.1145/882082.882086