Characterizing cerebrovascular dynamics with the wavelet-based multifractal formalism

被引:10
|
作者
Pavlov, A. N. [1 ,2 ]
Abdurashitov, A. S. [1 ]
Sindeeva, O. A. [3 ]
Sindeev, S. S. [3 ]
Pavlova, O. N. [1 ]
Shihalov, G. M. [1 ]
Semyachkina-Glushkovskaya, O. V. [3 ]
机构
[1] Saratov NG Chernyshevskii State Univ, Dept Phys, Saratov 410012, Russia
[2] Saratov State Tech Univ, Saratov 410054, Russia
[3] Saratov NG Chernyshevskii State Univ, Dept Biol, Saratov 410012, Russia
基金
俄罗斯科学基金会;
关键词
Multifractality; Wavelet transform; Cerebrovascular dynamics; Laser speckle contrast imaging; CEREBRAL-BLOOD-FLOW; SIGNALS; PRESSURE; TURBULENCE; STRESS; STROKE; UNIT;
D O I
10.1016/j.physa.2015.09.007
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Using the wavelet-transform modulus maxima (WTMM) approach we study the dynamics of cerebral blood flow (CBF) in rats aiming to reveal responses of macro- and microcerebral circulations to changes in the peripheral blood pressure. We show that the wavelet-based multifractal formalism allows quantifying essentially different reactions in the CBF-dynamics at the level of large and small cerebral vessels. We conclude that unlike the macrocirculation that is nearly insensitive to increased peripheral blood pressure, the microcirculation is characterized by essential changes of the CBF-complexity. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:149 / 155
页数:7
相关论文
共 50 条
  • [31] Wavelet transform based multifractal formalism in outlier detection and localisation for financial time series
    Struzik, ZR
    Siebes, APJM
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 309 (3-4) : 388 - 402
  • [32] Wavelet-based multifractal analysis on a time series of solar activity and PDO climate index
    Maruyama, Fumio
    Kai, Kenji
    Morimoto, Hiroshi
    [J]. ADVANCES IN SPACE RESEARCH, 2017, 60 (06) : 1363 - 1372
  • [33] Wavelet-based multifractal analysis of DNA sequences by using chaos-game representation
    Han Jia-Jing
    Fu Wei-Juan
    [J]. CHINESE PHYSICS B, 2010, 19 (01)
  • [34] Wavelet-based 3-D multifractal spectrum with applications in breast MRI images
    Derado, Gordana
    Lee, Kichun
    Nicolis, Orietta
    Bowman, F. DuBois
    Newell, Mary
    Rugger, Fabrizio F.
    Vidakovic, Brani
    [J]. BIOINFORMATICS RESEARCH AND APPLICATIONS, 2008, 4983 : 281 - +
  • [35] Multifractal formalism combined with multiresolution wavelet analysis of physiological signals
    Pavlova, O. N.
    Guyo, G. A.
    Pavlov, A. N.
    [J]. EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, 2023, 232 (05): : 643 - 647
  • [36] Multifractal formalism combined with multiresolution wavelet analysis of physiological signals
    O. N. Pavlova
    G. A. Guyo
    A. N. Pavlov
    [J]. The European Physical Journal Special Topics, 2023, 232 : 643 - 647
  • [37] A wavelet-based method for multifractal image analysis:: From theoretical concepts to experimental applications
    Arnéodo, A
    Decoster, N
    Kestener, P
    Roux, SG
    [J]. ADVANCES IN IMAGING AND ELECTRON PHYSICS, VOL 126, 2003, 126 : 1 - 92
  • [38] Wavelet-based analysis of blood pressure dynamics in rats
    Pavlov, A. N.
    Anisimov, A. A.
    Semyachkina-Glushkovskaya, O. V.
    Berdnikova, V. A.
    Kuznecova, A. S.
    Matasova, E. G.
    [J]. DYNAMICS AND FLUCTUATIONS IN BIOMEDICAL PHOTONICS VI, 2009, 7176
  • [39] Signal Processing on Heart Rate Signals Using the Wavelet-based Contourlet Transform and Multifractal
    Shu, Zhenghua
    Liu, Guodong
    Xie, Zhihua
    Xiong, Ying
    [J]. 2015 8th International Congress on Image and Signal Processing (CISP), 2015, : 1479 - 1483
  • [40] Wavelet-based multifractal analysis of DNA sequences by using chaos-game representation
    韩佳静
    符维娟
    [J]. Chinese Physics B, 2010, 19 (01) : 22 - 29