Marouf Mohamed, Vukomanovic Goran, Saranovac Lazar, Bozic Miroslav
School of Electrical Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11120, Belgrade, Serbia.
University Children's Hospital, Tirsova 10, 11000, Belgrade, Serbia.
Biomed Eng Online. 2017 Jun 19;16(1):80. doi: 10.1186/s12938-017-0371-6.
The Electrocardiogram ECG is one of the most important non-invasive tools for cardiac diseases diagnosis. Taking advantage of the developed telecommunication infrastructure, several approaches that address the development of telemetry cardiac devices were introduced recently. Telemetry ECG devices allow easy and fast ECG monitoring of patients with suspected cardiac issues. Choosing the right device with the desired working mode, signal quality, and the device cost are still the main obstacles to massive usage of these devices.
In this paper, we introduce design, implementation, and validation of a multi-purpose telemetry system for recording, transmission, and interpretation of ECG signals in different recording modes. The system consists of an ECG device, a cloud-based analysis pipeline, and accompanied mobile applications for physicians and patients. The proposed ECG device's mechanical design allows laypersons to easily record post-event short-term ECG signals, using dry electrodes without any preparation. Moreover, patients can use the device to record long-term signals in loop and holter modes, using wet electrodes. In order to overcome the problem of signal quality fluctuation due to using different electrodes types and different placements on subject's chest, customized ECG signal processing and interpretation pipeline is presented for each working mode.
We present the evaluation of the novel short-term recorder design. Recording of an ECG signal was performed for 391 patients using a standard 12-leads golden standard ECG and the proposed patient-activated short-term post-event recorder. In the validation phase, a sample of validation signals followed peer review process wherein two experts annotated the signals in terms of signal acceptability for diagnosis.We found that 96% of signals allow detecting arrhythmia and other signal's abnormal changes. Additionally, we compared and presented the correlation coefficient and the automatic QRS delineation results of both short-term post-event recorder and 12-leads golden standard ECG recorder.
The proposed multi-purpose ECG device allows physicians to choose the working mode of the same device according to the patient status. The proposed device was designed to allow patients to manage the technical requirements of both working modes. Post-event short-term ECG recording using the proposed design provide physicians reliable three ECG leads with direct symptom-rhythm correlation.
心电图(ECG)是心脏病诊断最重要的非侵入性工具之一。利用发达的电信基础设施,最近引入了几种用于远程心脏监测设备开发的方法。远程心电图设备使对疑似心脏问题患者的心电图监测变得轻松快捷。选择具有所需工作模式、信号质量和设备成本的合适设备仍然是这些设备广泛使用的主要障碍。
在本文中,我们介绍了一种多功能远程监测系统的设计、实现和验证,该系统用于在不同记录模式下记录、传输和解读心电图信号。该系统由一台心电图设备、一个基于云的分析管道以及供医生和患者使用的配套移动应用程序组成。所提出的心电图设备的机械设计使外行人员能够使用干式电极轻松记录事件发生后的短期心电图信号,无需任何准备。此外,患者可以使用该设备,通过湿式电极以动态心电图和长时间心电图模式记录长期信号。为了克服因使用不同类型电极以及在受试者胸部不同位置放置电极而导致的信号质量波动问题,针对每种工作模式提出了定制的心电图信号处理和解读管道。
我们展示了新型短期记录器设计的评估情况。使用标准12导联金标准心电图和所提出的患者激活的事件发生后短期记录器,对391名患者进行了心电图信号记录。在验证阶段,一组验证信号经过同行评审过程,其中两名专家根据信号对诊断的可接受性对信号进行注释。我们发现96%的信号能够检测到心律失常和其他信号异常变化。此外,我们比较并展示了事件发生后短期记录器和12导联金标准心电图记录器的相关系数以及自动QRS波群描绘结果。
所提出的多功能心电图设备使医生能够根据患者状况选择同一设备的工作模式。所提出的设备旨在让患者能够处理两种工作模式的技术要求。使用所提出的设计进行事件发生后短期心电图记录为医生提供了可靠的三条心电图导联,具有直接的症状 - 节律相关性。