Influence of Electrode Surface Area on the Fractal Dimensions of Electrogastrograms and Fractal Analysis of Normal and Abnormal Digestion Process

A. Paramasivam, K. Kamalanand, C. Emmanuel, B. Mahadevan, K. Sundravadivelu, J. Raman, P. Jawahar
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引用次数: 4

Abstract

Electrogastrogram (EGG) signals are electrical signals generated by stomach muscles and these signals are used to perform diagnoses of digestive disorders. For the non-invasive measurement of EGG signals, the surface electrodes are positioned on the stomach and the physical properties of these electrodes, play an important role. In this work, the changes in electrode contact area of surface electrodes and its effects on the fractal dimension of the recorded EGG signals has been analyzed. Three different fractal dimensions such as Maragos Fractal Dimension (MFD), Rescaled Range Fractal Dimension (R/S FD) and Spectral Fractal Dimension (SFD) were computed to investigate the effect of two different surface electrodes with contact diameter of 16 mm and 19 mm on the fractal quality of EGG recordings. Further, the normal and abnormal EGG signals such as the signals measured from diarrhea, vomiting and stomach ulcer patients were analyzed using the fractal measures. Results demonstrate that the average values of MFD, R/S FD and SFD of the electrogastrograms is high in the case of the surface electrodes with higher contact diameter. Further, it is demonstrated that there are significant variations in the fractal dimensions of normal and abnormal EGG signals.
电极表面积对胃电分形维数的影响及正常与异常消化过程的分形分析
胃电图(EGG)信号是由胃部肌肉产生的电信号,这些信号被用来诊断消化系统疾病。对于EGG信号的非侵入性测量,表面电极放置在胃上,这些电极的物理性质起着重要的作用。本文分析了表面电极接触面积的变化及其对记录的EGG信号分形维数的影响。通过计算Maragos分形维数(MFD)、重尺度范围分形维数(R/S FD)和光谱分形维数(SFD) 3种不同的分形维数,研究了接触直径为16 mm和19 mm的两种不同表面电极对鸡蛋记录分形质量的影响。进一步对腹泻、呕吐、胃溃疡患者的正常与异常EGG信号进行分形分析。结果表明:表面电极接触直径越大,胃电的MFD、R/S FD和SFD的平均值越高;进一步证明了正常和异常EGG信号的分形维数存在显著变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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