Design of a web laboratory interface for ECG signal analysis using MATLAB builder NE

IF 1.1 Q3 COMPUTER SCIENCE, THEORY & METHODS Open Computer Science Pub Date : 2022-01-01 DOI:10.1515/comp-2022-0244
Hussain A. Jaber, Hadeel K. Aljobouri, Ilyas Çankaya
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引用次数: 1

Abstract

Abstract An electrocardiogram (ECG) is a noninvasive test, determining any defect in the heart rate or rhythm or changes in the shape of the QRS complex is very significant to detect cardiac arrhythmia. In this study, novel web-ECG simulation tools were proposed using MATLAB Builder NE with WebFigure and ASP.NET platform. The proposed web-ECG simulation tools consisted of two components. First, involved the analyses of normal real ECG signals by calculating the P, Q, R, S, and T values and detecting heart rate, while the second part related to extracting the futures of several types of abnormality real ECG. For calculating the PQRST values, simple and new mathematical equations are proposed in the current study using MATLAB. The Web ECG is capable to plot normal ECG signals and five arrhythmia cases, so the users are able to calculate PQRST easily using the proposed simple method. ECG simulation tools have been tested for validity and educational contributions with 62 undergraduate and graduate students at the Al-Nahrain University-Biomedical Engineering Department, Iraq. The proposed ECG simulation tools have been designed for academic learning to be run easily by a student using only any web browsers without the need for installing MATLAB or any extra programs. The proposed tools could provide a laboratory course for ECG signal analysis using a few buttons, as well as increase and develop the educational skills of students and researchers.
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利用MATLAB builder NE设计一个用于心电信号分析的网络实验室界面
心电图(electrocardiogram, ECG)是一种无创检查,确定心率或心律的任何缺陷或QRS复合体形状的变化对检测心律失常具有重要意义。本研究利用MATLAB Builder NE,结合WebFigure和ASP,提出了一种新的网络心电仿真工具。网络平台。所提出的网络心电仿真工具由两个部分组成。首先对正常的真实心电信号进行分析,计算P、Q、R、S、T值并检测心率;第二部分对几种异常的真实心电信号进行未来提取。为了计算PQRST值,本研究在MATLAB中提出了简单的新的数学方程。网络心电能够绘制正常心电信号和五种心律失常病例,因此用户可以使用本文提出的简单方法轻松计算PQRST。伊拉克Al-Nahrain大学生物医学工程系的62名本科生和研究生对ECG模拟工具的有效性和教育贡献进行了测试。所提出的心电仿真工具是为学术学习而设计的,学生只需使用任何web浏览器即可轻松运行,而无需安装MATLAB或任何额外的程序。所提出的工具可以提供一个使用几个按钮进行心电信号分析的实验课程,并提高和发展学生和研究人员的教育技能。
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来源期刊
Open Computer Science
Open Computer Science COMPUTER SCIENCE, THEORY & METHODS-
CiteScore
4.00
自引率
0.00%
发文量
24
审稿时长
25 weeks
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