Detection of the cardiac function by fractal dimension analysis

被引:9
作者
Yambe, T
Nanka, S
Kobayashi, S
Tanaka, A
Owada, N
Yoshizawa, M
Abe, K
Tabayashi, K
Takeda, H
Nishihira, T
Nitta, S
机构
[1] Tohoku Univ, Inst Dev Aging & Canc, Dept Med Engn & Cardiol, Aoba Ku, Sendai, Miyagi 9808575, Japan
[2] Tohoku Univ, Grad Sch Engn, Aoba Ku, Sendai, Miyagi 9808575, Japan
[3] Tohoku Univ, Sch Med, Dept Thorac & Cardiovasc Surg, Sendai, Miyagi 980, Japan
[4] Tohoku Gakuin Univ, Fac Engn, Sendai, Miyagi 980, Japan
[5] Kurokawa Cty Hosp, Sendai, Miyagi, Japan
关键词
chaos; fractal; ventricular assist system; fractal dimension; Lyapunov exponents;
D O I
10.1046/j.1525-1594.1999.06416.x
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Nonlinearity in circulation control attracts attention because nonlinearity is thought to be essential in the function of the living body. Many investigators have pointed out that the analysis of heart rate variability in particular is important in the analysis of autonomic nerve and cardiac function evaluation. Heart rate variability shows nonlinear behavior. However, until the present, many reports have been premised on linearity; linear correlation by frequency analysis has been used by many studies. However, in terms of this methodology, there is a problem applying it to the nonlinear living body. Therefore, fractal and chaos methodology has been used. The ascertainment of cardiac function has become important in allowing the clinical stage of a ventricular assist system to be successful. The purpose of this study was cardiac function evaluation by a methodology that was premised on nonlinearity. Chaos and fractal theory was used as a nonlinear dynamic theory. As a methodology of measurement, the volume of the left ventricle was used rather than an electrocardiogram, the waveform of arterial blood pressure. The volume was measured using acoustic quantification (AQ) ultrasonic echocardiography. Using these methodologies, the time series of many patients were analyzed. For example, drug administration was attempted in this study, and it was found that some drugs like ACE inhibitors showed a significant effect upon nonlinear dynamics in the cardiovascular system. The result, which attempted cardiac function evaluation by these various methodologies, is reported.
引用
收藏
页码:751 / 756
页数:6
相关论文
共 50 条
  • [1] AN APPLICATION OF FRACTAL DIMENSION TO THE DETECTION OF TRANSIENTS IN THE ELECTROENCEPHALOGRAM
    ARLE, JE
    SIMON, RH
    ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1990, 75 (04): : 296 - 305
  • [2] Function norms and fractal dimension
    Tricot, C
    SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 1997, 28 (01) : 189 - 212
  • [3] Estimating fractal dimension with fractal interpolation function models
    Penn, AI
    Loew, MH
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 1997, 16 (06) : 930 - 937
  • [4] INFORMATION FRACTAL DIMENSION OF MASS FUNCTION
    Qiang, Chenhui
    Deng, Yong
    Cheong, Kang Hao
    FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2022, 30 (06)
  • [5] Fractal dimension for fractal structures
    Fernandez-Martinez, M.
    Sanchez-Granero, M. A.
    TOPOLOGY AND ITS APPLICATIONS, 2014, 163 : 93 - 111
  • [6] FRACTAL DIMENSION FOR DROWSINESS DETECTION IN BRAINWAVES
    Pavithra, M.
    NiranjanaKrupa, B.
    Sasidharan, Arun
    Kutty, Bindu M.
    Lakkannavar, Manjunath
    2014 INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2014, : 757 - 761
  • [7] ANALYSIS ON WEYL-MARCHAUD FRACTIONAL DERIVATIVE FOR TYPES OF FRACTAL INTERPOLATION FUNCTION WITH FRACTAL DIMENSION
    Priyanka, T. M. C.
    Gowrisankar, A.
    FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2021, 29 (07)
  • [8] COMPUTATION OF THE FRACTAL DIMENSION OF METEOROLOGICAL QUANTITIES
    Jura, Jakub
    Bila, Jiri
    16TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MENDEL 2010, 2010, : 140 - 145
  • [9] Fractal dimension analysis for spike detection in low SNR extracellular signals
    Salmasi, Mehrdad
    Buettner, Ulrich
    Glasauer, Stefan
    JOURNAL OF NEURAL ENGINEERING, 2016, 13 (03)
  • [10] FRACTAL DIMENSION ANALYSIS OF THE OSCILLATED BLOOD-FLOW WITH A VIBRATING FLOW PUMP
    YAMBE, T
    SONOBE, T
    NAGANUMA, S
    KOBAYASHI, S
    NANKA, S
    AKIHO, H
    KAKINUMA, Y
    MITSUOKA, M
    CHIBA, S
    OHSAWA, N
    HAGA, Y
    IDUTSU, K
    NITTA, S
    FUKUJU, T
    MIURA, M
    UCHIDA, N
    SATO, N
    TABAYASHI, K
    TANAKA, A
    YOSHIZUMI, N
    ABE, K
    TAKAYASU, M
    TAKAYASU, H
    YOSHIZAWA, M
    MAEKAWA, T
    HASHIMOTO, H
    ARTIFICIAL ORGANS, 1995, 19 (07) : 729 - 733