Revisiting QRS detection methodologies for portable, wearable, battery-operated, and wireless ECG systems

M Elgendi, B Eskofier, S Dokos, D Abbott - PloS one, 2014 - journals.plos.org
Cardiovascular diseases are the number one cause of death worldwide. Currently, portable
battery-operated systems such as mobile phones with wireless ECG sensors have the …

Fast QRS detection with an optimized knowledge-based method: Evaluation on 11 standard ECG databases

M Elgendi - PloS one, 2013 - journals.plos.org
The current state-of-the-art in automatic QRS detection methods show high robustness and
almost negligible error rates. In return, the methods are usually based on machine-learning …

Development of robust, fast and efficient QRS complex detector: a methodological review

S Raj, KC Ray, O Shankar - … physical & engineering sciences in medicine, 2018 - Springer
The basis and reliability for timely diagnosis of cardiovascular diseases depend on the
robust and accurate detection of QRS complexes along with the fiducial points in the …

QRS detection algorithm for telehealth electrocardiogram recordings

H Khamis, R Weiss, Y Xie, CW Chang… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Objective: QRS detection algorithms are needed to analyze electrocardiogram (ECG)
recordings generated in telehealth environments. However, the numerous published QRS …

A computationally efficient QRS detection algorithm for wearable ECG sensors

Y Wang, CJ Deepu, Y Lian - 2011 Annual International …, 2011 - ieeexplore.ieee.org
In this paper we present a novel Dual-Slope QRS detection algorithm with low
computational complexity, suitable for wearable ECG devices. The Dual-Slope algorithm …

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

D Pandit, L Zhang, C Liu, S Chattopadhyay… - Computer methods and …, 2017 - Elsevier
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 …

A robust QRS detection and accurate R-peak identification algorithm for wearable ECG sensors

K Zhao, Y Li, G Wang, Y Pu, Y Lian - Science China Information Sciences, 2021 - Springer
This paper presents a robust QRS detection algorithm that is capable of detecting QRS
complexes as well as accurately identifying R-peaks. The proposed bilateral threshold …

Performance analysis of ten common QRS detectors on different ECG application cases

F Liu, C Liu, X Jiang, Z Zhang, Y Zhang… - Journal of healthcare …, 2018 - Wiley Online Library
A systematical evaluation work was performed on ten widely used and high‐efficient QRS
detection algorithms in this study, aiming at verifying their performances and usefulness in …

A QRS complex detection algorithm using electrocardiogram leads

JCTB Moraes, MM Freitas, FN Vilani… - Computers in …, 2002 - ieeexplore.ieee.org
A QRS complex detection algorithm was developed using the available leads of the
electrocardiogram (ECG). This detector is based on the combination of two improved …

Integrate and fire pulse train automaton for QRS detection

G Nallathambi, JC Príncipe - IEEE Transactions on Biomedical …, 2013 - ieeexplore.ieee.org
Monitoring heart activity from electrocardiograms (ECG) is crucial to avoid unnecessary
fatalities; therefore, detection of QRS complex is fundamental to automated ECG monitoring …