Investigation of the Application of New Mathematical Methods for the Analysis of Cardiac Data

Mitko Gospodinov
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Abstract

The article shows the results of the implementation of the first stage of the project "Study of the application of new mathematical methods for analysis of cardiac data", funded by the Research Fund. The results are related to the creation of a portable information system for individual monitoring of the cardiovascular system, which includes a portable device for recording photoplethysmographic (PPG) signals and software for processing, mathematical analysis and assessment of heart rate variability. An important advantage of the portable device is the ability to constantly monitor and record the functioning and parameters of the cardiovascular system of the individual. This allows more accurate diagnosis of patients in different life situations in normal life, which is based on subsequent scientific analysis of the registered cardiac information through developed specialized software using linear and nonlinear mathematical methods. The article also shows the results for validation of the created new device, by means of an experimental scheme with which electrocardiographic (ECG) and PPG signals are registered simultaneously. The obtained two types of signals are compared in terms of the accuracy parameter of the registered signals. The results show that the two types of registered signals are identical; therefore the developed portable device can be used as an alternative to the currently widely used ECG and Holter devices.
新数学方法在心脏数据分析中的应用研究
本文展示了科研基金资助项目“心脏数据分析新数学方法的应用研究”第一阶段的实施结果。研究结果与一种用于心血管系统个人监测的便携式信息系统有关,该系统包括一种用于记录光容积脉搏波(PPG)信号的便携式设备,以及用于处理、数学分析和评估心率变异性的软件。便携式设备的一个重要优点是能够持续监测和记录个人心血管系统的功能和参数。通过开发专门的软件,采用线性和非线性数学方法,对登记的心脏信息进行后续科学分析,从而可以更准确地诊断患者在正常生活中的不同生活情况。本文还通过同时记录心电图和PPG信号的实验方案,给出了新装置的验证结果。从配准信号的精度参数方面对得到的两类信号进行了比较。结果表明,两种类型的注册信号是相同的;因此,开发的便携式设备可以作为目前广泛使用的心电和动态心电图设备的替代方案。
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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