Heart Rate Detection on Single-Arm ECG by Using Dual-Median Approach

Umut Orhan; Ahmet Aydin

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Heart Rate Detection on Single-Arm ECG by Using Dual-Median Approach

机译：用双中学方法对单臂ECG的心率检测

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摘要

This study introduces a system to obtain correct heart rate values on single-arm ECG signals. For preparing a dataset, single-arm and dual-arm measurements were taken from the healthy volunteers; then, to increase the diversity of the data and test the limits of the method, some artificial noises are added to the unfiltered raw signals. The signals in the dataset were cleaned with the IIR filter, and then, their significant frequency sub-bands were selected using wavelet transform. The heart rate (HR) determined by the proposed algorithm from the single arm and compared with the ones of the dual-arm signals. The median function, which is used twice in the algorithm, did not only help to overcome the artifacts, but also facilitate to count peaks. According to the results, if the algorithm used in real-time applications, it is enough to wait only for 5 s from the moment that the system first started to find the HR with an MAE around one bpm, and 1 min for an MAE around 0.6 bpm. The most important advantage of this study is the superior performance of the algorithm on finding HR from noisy single-arm ECG signals with the lowest error in the literature and using dual-arm ECG measurement ground truth and as a reference to optimize the parameters of the algorithm.

机译：本研究介绍了一种在单臂ECG信号上获得正确的心率值的系统。为了准备数据集，从健康的志愿者拍摄单臂和双臂测量;然后，为了增加数据的多样性并测试该方法的限制，将一些人造噪声添加到未过滤的原始信号中。使用IIR滤波器清洁数据集中的信号，然后使用小波变换选择其显着的频率子带。由来自单臂的所提出的算法确定的心率（HR）并与双臂信号中的算法进行比较。在算法中使用两次中位功能，不仅有助于克服伪像，还有助于计算峰值。根据结果，如果在实时应用中使用的算法，它足以等到5秒，系统首次开始与围绕一个BPM的MAE找到HR，以及周围的MAE 1分钟0.6 bpm。本研究中最重要的优势是算法的卓越性能，算法从嘈杂的单臂ECG信号找到HR，在文献中的最低误差和使用双臂ECG测量原理以及优化参数的参考算法。

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《Arabian Journal for Science and Engineering. Section A, Sciences》 |2020年第8期|6573-6581|共9页
作者
Umut Orhan; Ahmet Aydin;
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作者单位

Department of Computer Engineering Cukurova University Balcali 01330 Saricam Adana Turkey;

Department of Biomedical Engineering Cukurova University Balcali 01330 Saricam Adana Turkey;

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收录信息美国《科学引文索引》(SCI);
原文格式 PDF
正文语种 eng
中图分类
关键词
Single-arm ECG; Heart rate detection; Dual median; IIR filter; Wavelet transform;

机译：单臂ECG;心率检测;双重中位数;IIR过滤器;小波变换;

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1. Adaptive spatio-temporal filtering of disturbed ECGs: a multi-channel approach to heartbeat detection in smart clothing. [J] . Wiklund U, Karlsson M, Ostlund N, Medical and Biological Engineering and Computing: Journal of the International Federation for Medical and Biological Engineering . 2007,第6期

机译：扰动心电图的自适应时空滤波：智能服装心跳检测的多通道方法。
2. Response to Letter to Editor: Gulati et al.'s article "Presetting ECG electrodes for earlier heart rate detection in the delivery room.": Prehospital use of ECG electrodes by nonmedical emergency professionals: An additional source of help during unexpected out-of-hospital births [J] . Rashmi Gulati, Michael Zayek, Fabien Eyal Resuscitation. . 2019,第期

机译：响应信件到编辑器：Gulati等人。的文章“预设了ECG电极，以便在交付室中预先预设心率检测。”：由非医疗应急专业人员的ECG电极预先挖掘使用：在意外外出期间的额外帮助来源医院出生
3. Individual‐Specific QT Interval Correction for Drugs With Substantial Heart Rate Effect Using Holter ECGs Extracted Over a Wide Range of Heart Rates [J] . Panicker Gopi Krishna, Kadam Pramod, Chakraborty Saikat, The Journal of Clinical Pharmacology: Official Journal of the American College of Clinical Pharmacology . 2018,第8期

机译：使用Helter ECG在广泛的心率下提取的HOLTER ECGS具有大量心率效应的药物的个人特异性QT间隔校正
4. A wearable exercise heart rate detection device based on single-arm ECG [C] . Weinan Li, Hao Zhang, Jiaxi Wan, International Conference on Biological Information and Biomedical Engineering . 2018

机译：基于单臂心电图的可穿戴运动心率检测装置
5. A battery-operated portable standard lead ecg monitor with abnormal heart condition detection system for dogs [D] . He, Zichen. 2017

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6. Heart rate detection properties of dry-electrode ECG compared to conventional 3-lead gel-electrode ECG in newborns [O] . Hanne Pike, Joar Eilevstjønn, Peder Bjorland, 2021

机译：与新生儿常规3铅凝胶电极ECG相比干电极ECG的心率检测性能
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8. Sleep Apnoea Detection in Single Channel ECGs by Analyzing Heart Rate Dynamics. [R] . Zywietz, C. W., von Einem, V., Widiger, B., 2001

机译：分析心率动态分析在单通道心电图中的睡眠呼吸暂停检测。

Heart Rate Detection on Single-Arm ECG by Using Dual-Median Approach

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