分数阶导数在心电图表征中的应用

IF 0.4 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Annals of Mathematical Sciences and Applications Pub Date : 2022-12-31 DOI:10.52700/msa.v1i1.3
Haris Hussain, Muhammad Masham, Rana Faryyad Ali, Shahid Iqbal
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引用次数: 0

摘要

本文讨论了用分数阶微积分从心电图图预测左心室肥厚(LVH)和右心室肥厚(RVH)的方法。ECG是一条粗糙的或不可达的曲线,它处处连续,但在经典微积分失效的某些点或所有点上不可微。本文的目的是在这些不可微点处找到左、右分数导数,然后通过计算相变值(左右分数导数的绝对差值)来预测LVH和RVH。计算了问题心电图和正常心电图的V1、V2、V5、V6导联的分形维数和Hurst指数。与传统顺序法相比,这些措施将有助于医生更准确地从ECG诊断LVH和RVH。
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Application of Fractional Derivatives in Characterization of ECG graphs
In this paper, we have discussed the prediction of Left Ventricular Hypertrophy (LVH) and Right Ventricular Hypertrophy (RVH) of the heart from an Electrocardiogram (ECG) Graph using fractional order calculus. An ECG is a rough or unreachable curve that is continuous everywhere but non-differentiable at some points or all points where classical calculus fails. The purpose of this paper is to find left and right fractional derivatives at those non-differentiable points and then predict LVH and RVH by calculating the phase transition values (absolute difference of left and right fractional derivatives). Fractal dimension and Hurst exponents of V1, V2, V5, and V6 leads of the ECGs have been calculated for both problematic and normal ECGs. All such measures will help doctors to diagnose LVH and RVH from ECG in a more accurate manner as compared to the techniques which are under the classical order method.
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Annals of Mathematical Sciences and Applications
Annals of Mathematical Sciences and Applications MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-
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