Stages-based ECG signal analysis from traditional signal processing to machine learning approaches: A survey

M Wasimuddin, K Elleithy, AS Abuzneid… - IEEE …, 2020 - ieeexplore.ieee.org
Electrocardiogram (ECG) gives essential information about different cardiac conditions of
the human heart. Its analysis has been the main objective among the research community to …

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 …

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 …

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 …

Mind the body! Designing a mobile stress management application encouraging personal reflection

P Sanches, K Höök, E Vaara, C Weymann… - Proceedings of the 8th …, 2010 - dl.acm.org
We have designed a stress management biofeedback mobile service for everyday use,
aiding users to reflect on both positive and negative patterns in their behavior. To do so, we …

Diagnosis of cardiovascular abnormalities from compressed ECG: a data mining-based approach

F Sufi, I Khalil - IEEE transactions on information technology in …, 2010 - ieeexplore.ieee.org
Usage of compressed ECG for fast and efficient telecardiology application is crucial, as ECG
signals are enormously large in size. However, conventional ECG diagnosis algorithms …

R peak detection method using wavelet transform and modified shannon energy envelope

JS Park, SW Lee, U Park - Journal of healthcare engineering, 2017 - Wiley Online Library
Rapid automatic detection of the fiducial points—namely, the P wave, QRS complex, and T
wave—is necessary for early detection of cardiovascular diseases (CVDs). In this paper, we …

Multiclass ECG signal analysis using global average-based 2-D convolutional neural network modeling

M Wasimuddin, K Elleithy, A Abuzneid, M Faezipour… - Electronics, 2021 - mdpi.com
Cardiovascular diseases have been reported to be the leading cause of mortality across the
globe. Among such diseases, Myocardial Infarction (MI), also known as “heart attack”, is of …

[PDF][PDF] QRS detection and heart rate variability analysis: A survey

RJ Oweis, BO Al-Tabbaa - Biomed. Sci. Eng, 2014 - academia.edu
Cardiac-related diseases have been one major cause of death for an ever increasing
number of patients over the last few decades throughout the world. In response, automatic …

Multiclass classifier based cardiovascular condition detection using smartphone mechanocardiography

Z Iftikhar, O Lahdenoja, M Jafari Tadi, T Hurnanen… - Scientific reports, 2018 - nature.com
Cardiac translational and rotational vibrations induced by left ventricular motions are
measurable using joint seismocardiography (SCG) and gyrocardiography (GCG) …