Heart failure diagnosis using generalized Langevin equation

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Badragheh m.a.; Manshour p.

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Journal: Iranian Journal of Physics Research Year:2020 | Volume:20 | Issue:1 Page(s): 83-91

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Information Journal Paper

Title

Heart failure diagnosis using generalized Langevin equation

Author(s)

Badragheh m.a. | Manshour p. | Issue Writer Certificate

Keywords

Langevin equationQ2

heart failureQ1

Kramers-Moyal coefficientsQ1

jump-diffusion modelQ1

Abstract

The Jump-Diffusion equation is a generalization of the Langevin equation; it has been usually applied to reconstruct discontinuous stochastic processes. In this article, by using this equation, we investigate the electrocardiogram of the electric activity of the heart beat, for three groups of subjects with normal, atrial fibrillation and ventricular arrhythmia. At first, we demonstrate that the time series of electrocardiogram is a discontinuous process that can be modeled by the jump-diffusion equation. Then, by calculating the Kramers-Moyal coefficients related to this equation, we show that there is a significant difference between the heart dynamics of the normal subjects and the ones with heart failure exists. Finally, we introduce a measure that may be used for the diagnosis of heart failures.

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APA: Copy

Badragheh, m.a., & Manshour, p.. (2020). Heart failure diagnosis using generalized Langevin equation. IRANIAN JOURNAL OF PHYSICS RESEARCH, 20(1 ), 83-91. SID. https://sid.ir/paper/1703/en

Vancouver: Copy

Badragheh m.a., Manshour p.. Heart failure diagnosis using generalized Langevin equation. IRANIAN JOURNAL OF PHYSICS RESEARCH[Internet]. 2020;20(1 ):83-91. Available from: https://sid.ir/paper/1703/en

IEEE: Copy

m.a. Badragheh, and p. Manshour, “Heart failure diagnosis using generalized Langevin equation,” IRANIAN JOURNAL OF PHYSICS RESEARCH, vol. 20, no. 1 , pp. 83–91, 2020, [Online]. Available: https://sid.ir/paper/1703/en

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