Application of statistical physics to heartbeat diagnosis

S. Havlin; L. A.N. Amaral; Y. Ashkenazy; A. L. Goldberger; P. Ch Ivanov; C. K. Peng; H. E. Stanley

doi:10.1016/S0378-4371(99)00333-7

Application of statistical physics to heartbeat diagnosis

S. Havlin
, L. A.N. Amaral
, Y. Ashkenazy
, A. L. Goldberger
, P. Ch Ivanov
, C. K. Peng
, H. E. Stanley

Research output: Contribution to journal › Conference article › peer-review

106 Scopus citations

Abstract

We present several recent studies based on statistical physics concepts that can be used as diagnostic tools for heart failure. We describe the scaling exponent characterizing the long-range correlations in heartbeat time series as well as the multifractal features recently discovered in heartbeat rhythm. It is found that both features, the long-range correlations and the multifractility, are weaker in cases of heart failure.

Original language	English
Pages (from-to)	99-110
Number of pages	12
Journal	Physica A: Statistical Mechanics and its Applications
Volume	274
Issue number	1
DOIs	https://doi.org/10.1016/S0378-4371(99)00333-7
State	Published - 1 Dec 1999
Externally published	Yes
Event	Proceedings of the 1999 NATO Advanced Research Workshop 'Applications of Statistical Physics' - Budapest, Hung Duration: 19 May 1999 → 22 May 1999

ASJC Scopus subject areas

Statistical and Nonlinear Physics
Statistics and Probability

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10.1016/S0378-4371(99)00333-7

Cite this

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title = "Application of statistical physics to heartbeat diagnosis",

abstract = "We present several recent studies based on statistical physics concepts that can be used as diagnostic tools for heart failure. We describe the scaling exponent characterizing the long-range correlations in heartbeat time series as well as the multifractal features recently discovered in heartbeat rhythm. It is found that both features, the long-range correlations and the multifractility, are weaker in cases of heart failure.",

author = "S. Havlin and Amaral, \{L. A.N.\} and Y. Ashkenazy and Goldberger, \{A. L.\} and Ivanov, \{P. Ch\} and Peng, \{C. K.\} and Stanley, \{H. E.\}",

year = "1999",

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doi = "10.1016/S0378-4371(99)00333-7",

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pages = "99--110",

journal = "Physica A: Statistical Mechanics and its Applications",

issn = "0378-4371",

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note = "Proceedings of the 1999 NATO Advanced Research Workshop 'Applications of Statistical Physics' ; Conference date: 19-05-1999 Through 22-05-1999",

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TY - JOUR

T1 - Application of statistical physics to heartbeat diagnosis

AU - Havlin, S.

AU - Amaral, L. A.N.

AU - Ashkenazy, Y.

AU - Goldberger, A. L.

AU - Ivanov, P. Ch

AU - Peng, C. K.

AU - Stanley, H. E.

PY - 1999/12/1

Y1 - 1999/12/1

N2 - We present several recent studies based on statistical physics concepts that can be used as diagnostic tools for heart failure. We describe the scaling exponent characterizing the long-range correlations in heartbeat time series as well as the multifractal features recently discovered in heartbeat rhythm. It is found that both features, the long-range correlations and the multifractility, are weaker in cases of heart failure.

AB - We present several recent studies based on statistical physics concepts that can be used as diagnostic tools for heart failure. We describe the scaling exponent characterizing the long-range correlations in heartbeat time series as well as the multifractal features recently discovered in heartbeat rhythm. It is found that both features, the long-range correlations and the multifractility, are weaker in cases of heart failure.

UR - https://www.scopus.com/pages/publications/0033286753

U2 - 10.1016/S0378-4371(99)00333-7

DO - 10.1016/S0378-4371(99)00333-7

M3 - Conference article

C2 - 11543157

AN - SCOPUS:0033286753

SN - 0378-4371

VL - 274

SP - 99

EP - 110

JO - Physica A: Statistical Mechanics and its Applications

JF - Physica A: Statistical Mechanics and its Applications

IS - 1

T2 - Proceedings of the 1999 NATO Advanced Research Workshop 'Applications of Statistical Physics'

Y2 - 19 May 1999 through 22 May 1999

ER -

Application of statistical physics to heartbeat diagnosis

Abstract

ASJC Scopus subject areas

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