Department of Mathematics and Computer Science, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands.
Stichting IMEC Nederland, 5656 AE Eindhoven, The Netherlands.
Sensors (Basel). 2023 Feb 14;23(4):2130. doi: 10.3390/s23042130.
Cardiovascular diseases (CVD) represent a serious health problem worldwide, of which atrial fibrillation (AF) is one of the most common conditions. Early and timely diagnosis of CVD is essential for successful treatment. When implemented in the healthcare system this can ease the existing socio-economic burden on health institutions and government. Therefore, developing technologies and tools to diagnose CVD in a timely way and detect AF is an important research topic. ECG monitoring patches allowing ambulatory patient monitoring over several days represent a novel technology, while we witness a significant proliferation of ECG monitoring patches on the market and in the research labs, their performance over a long period of time is not fully characterized. This paper analyzes the signal quality of ECG signals obtained using a single-lead ECG patch featuring self-adhesive dry electrode technology collected from six cardiac patients for 5 days. In particular, we provide insights into signal quality degradation over time, while changes in the average ECG quality per day were present, these changes were not statistically significant. It was observed that the quality was higher during the nights, confirming the link with motion artifacts. These results can improve CVD diagnosis and AF detection in real-world scenarios.
心血管疾病(CVD)是全球范围内一个严重的健康问题,其中心房颤动(AF)是最常见的病症之一。早期和及时诊断 CVD 对于成功治疗至关重要。在医疗保健系统中实施这一措施可以减轻医疗机构和政府目前面临的社会经济负担。因此,开发及时诊断 CVD 和检测 AF 的技术和工具是一个重要的研究课题。能够对患者进行数日连续监测的可移动心电图监测贴片代表了一种新的技术,虽然我们看到市场和研究实验室中监测贴片的数量显著增加,但它们在长时间内的性能尚未得到充分描述。本文分析了使用具有自粘干电极技术的单导联心电图贴片从六名心脏病患者身上采集的 5 天心电图信号的质量。具体而言,我们提供了有关随时间推移的信号质量下降的见解,尽管每天的平均心电图质量都发生了变化,但这些变化在统计学上并不显著。结果表明,夜间的质量更高,这证实了与运动伪影的联系。这些结果可以改善现实场景中的 CVD 诊断和 AF 检测。