From pacemaker to wearable: techniques for ECG detection systems

A Kumar, R Komaragiri, M Kumar - Journal of Medical Systems, 2018 - Springer
With the alarming rise in the deaths due to cardiovascular diseases (CVD), present medical
research scenario places notable importance on techniques and methods to detect CVDs …

A novel method for detecting R-peaks in electrocardiogram (ECG) signal

MS Manikandan, KP Soman - Biomedical signal processing and control, 2012 - Elsevier
The R-peak detection is crucial in all kinds of electrocardiogram (ECG) applications.
However, almost all existing R-peak detectors suffer from the non-stationarity of both QRS …

QRS complexes detection for ECG signal: The Difference Operation Method

YC Yeh, WJ Wang - Computer methods and programs in biomedicine, 2008 - Elsevier
This paper proposes a simple and reliable method termed the Difference Operation Method
(DOM) to detect the QRS complex of an electrocardiogram (ECG) signal. The proposed …

A new automated signal quality-aware ECG beat classification method for unsupervised ECG diagnosis environments

U Satija, B Ramkumar… - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
In this paper, we propose a new automated quality-aware electrocardiogram (ECG) beat
classification method for effective diagnosis of ECG arrhythmias under unsupervised …

A deep neural network approach to QRS detection using autoencoders

MA Belkadi, A Daamouche, F Melgani - Expert Systems with Applications, 2021 - Elsevier
Objective: In this paper, a stacked autoencoder deep neural network is proposed to extract
the QRS complex from raw ECG signals without any conventional feature extraction phase …

[HTML][HTML] Simple real-time QRS detector with the MaMeMi filter

D Castells-Rufas, J Carrabina - Biomedical Signal Processing and Control, 2015 - Elsevier
Detection of QRS complexes in ECG signals is required to determine heart rate, and it is an
important step in the study of cardiac disorders. ECG signals are usually affected by noise of …

An efficient R-peak detection based on new nonlinear transformation and first-order Gaussian differentiator

P Kathirvel, M Sabarimalai Manikandan… - Cardiovascular …, 2011 - Springer
In this paper, we present a reliable and efficient automatic R-wave detection based on new
nonlinear transformation and simple peak-finding strategy. The detection algorithm consists …

[PDF][PDF] Morphological techniques for medical images: A review

I Irum, M Raza, M Sharif - Research Journal of Applied Sciences …, 2012 - academia.edu
Image processing is playing a very important role in medical imaging with its versatile
applications and features towards the development of computer aided diagnostic systems …

A novel method for the detection of R-peaks in ECG based on K-Nearest Neighbors and Particle Swarm Optimization

R He, K Wang, Q Li, Y Yuan, N Zhao, Y Liu… - EURASIP Journal on …, 2017 - Springer
Cardiovascular diseases are associated with high morbidity and mortality. However, it is still
a challenge to diagnose them accurately and efficiently. Electrocardiogram (ECG), a …

A continuous change detection mechanism to identify anomalies in ECG signals for WBAN-based healthcare environments

FA Khan, NAH Haldar, A Ali, M Iftikhar, TA Zia… - IEEE …, 2017 - ieeexplore.ieee.org
The developments and applications of wireless body area networks (WBANs) for healthcare
and remote monitoring have brought a revolution in the medical research field. Numerous …