A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm

Pandit Diptangshu; Zhang Li; Liu Chengyu; Chattopadhyay Samiran; Aslam Nauman; Lim Chee Peng

首页> 外文期刊>Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice >A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm

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A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm

机译：一种使用MAX-MIN差分算法的单引线ECG信号的轻量级QRS检测器

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摘要

Background and objectives: Detection of the R-peak pertaining to the QRS complex of an ECG signal plays an important role for the diagnosis of a patient's heart condition. To accurately identify the QRS locations from the acquired raw ECG signals, we need to handle a number of challenges, which include noise, baseline wander, varying peak amplitudes, and signal abnormality. This research aims to address these challenges by developing an efficient lightweight algorithm for QRS (i.e., R-peak) detection from raw ECG signals.

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来源
《Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice》 |2017年第1期|共15页
作者
Pandit Diptangshu; Zhang Li; Liu Chengyu; Chattopadhyay Samiran; Aslam Nauman; Lim Chee Peng;
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作者单位

Univ Northumbria Fac Engn &

Environm Dept Comp Sci &

Digital Technol Computat Intelligence Res;

Univ Northumbria Fac Engn &

Environm Dept Comp Sci &

Digital Technol Computat Intelligence Res;

Shandong Univ Inst Biomed Engn Sch Control Sci &

Engn Jinan Peoples R China;

Jadavpur Univ Dept Informat Technol Kolkata India;

Univ Northumbria Fac Engn &

Environm Dept Comp Sci &

Digital Technol Computat Intelligence Res;

Deakin Univ Inst Intelligent Syst Res &

Innovat Waurn Ponds Vic 3216 Australia;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
QRS or R-peak detection; Feature extraction; ECG analysis; Max-min difference algorithm;

机译：QRS或R峰值检测;特征提取;ECG分析;MAX-MIN差分算法;

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A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm

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