Application of cross wavelet transform for ECG pattern analysis and classification

S Banerjee, M Mitra - IEEE transactions on instrumentation and …, 2013 - ieeexplore.ieee.org
In this paper, we use cross wavelet transform (XWT) for the analysis and classification of
electrocardiogram (ECG) signals. The cross-correlation between two time-domain signals …

Fetal ECG extraction from maternal ECG using attention-based CycleGAN

MR Mohebbian, SS Vedaei, KA Wahid… - IEEE journal of …, 2021 - ieeexplore.ieee.org
A non-invasive fetal electrocardiogram (FECG) is used to monitor the electrical pulse of the
fetal heart. Decomposing the FECG signal from the maternal ECG (MECG) is a blind source …

Application of internet of things on the healthcare field using convolutional neural network processing

J Mohana, B Yakkala, S Vimalnath… - Journal of …, 2022 - Wiley Online Library
Population at risk can benefit greatly from remote health monitoring because it allows for
early detection and treatment. Because of recent advances in Internet‐of‐Things (IoT) …

Signal-piloted processing metaheuristic optimization and wavelet decomposition based elucidation of arrhythmia for mobile healthcare

SM Qaisar, SI Khan, D Dallet, R Tadeusiewicz… - Biocybernetics and …, 2022 - Elsevier
The next generation healthcare systems will be based on the cloud connected wireless
biomedical wearables. The key performance indicators of such systems are the …

A smart ECG measurement system based on web-service-oriented architecture for telemedicine applications

C De Capua, A Meduri, R Morello - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
The opportunity for cardiac patients to have constantly monitored their health state at home
is now possible by means of telemedicine applications. In fact, today, portable and simple-to …

Cardiac conduction model for generating 12 lead ECG signals with realistic heart rate dynamics

MA Quiroz-Juarez, O Jimenez-Ramirez… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
We present an extended heterogeneous oscillator model of cardiac conduction system for
generation of realistic 12 lead ECG waveforms. The model consists of main natural …

Reliability analysis of healthcare information systems: State of the art and future directions

A Gawanmeh, H Al-Hamadi… - … Conference on E …, 2015 - ieeexplore.ieee.org
Testing and verification of healthcare information systems is a challenging and important
issue since faults in these critical systems may lead to loss of lives, and in the best cases …

[HTML][HTML] GB-SVNN: Genetic BAT assisted support vector neural network for arrhythmia classification using ECG signals

V Bhagyalakshmi, RV Pujeri, GD Devanagavi - Journal of King Saud …, 2021 - Elsevier
Arrhythmia is a cardiac condition generated by the abnormal electrical activity of the heart,
and an electrocardiogram (ECG) is a tool utilized by the cardiologists for determining the …

[HTML][HTML] ECG patient simulator based on mathematical models

MA Quiroz-Juárez, JA Rosales-Juárez… - Sensors, 2022 - mdpi.com
In this work, we propose a versatile, low-cost, and tunable electronic device to generate
realistic electrocardiogram (ECG) waveforms, capable of simulating ECG of patients within a …

Guided test case generation for enhanced ECG bio-sensors functional verification

H Al Hamadi, A Gawanmeh… - International Journal of E …, 2017 - igi-global.com
Testing and verifying the operation of bio-sensor nodes is essential due to the sensitivity and
safety-critical aspects of their applications. Simulation technique is frequently used for this …