Automated detection of premature ventricular contraction based on the improved gated recurrent unit network
J Wang - Computer Methods and Programs in Biomedicine, 2021 - Elsevier
… : Premature ventricular contraction (PVC) is the common arrhythmia disease, affecting
thousands of individuals worldwide. However, the traditional PVC detection is cumbersome by …
thousands of individuals worldwide. However, the traditional PVC detection is cumbersome by …
Automated classification model with OTSU and CNN method for premature ventricular contraction detection
LH Wang, LJ Ding, CX Xie, SY Jiang, IC Kuo… - IEEE …, 2021 - ieeexplore.ieee.org
… In this study, a classification model of premature ventricular contraction based on deep …
classification effect of premature ventricular contraction in the absence of digital ECG data. …
classification effect of premature ventricular contraction in the absence of digital ECG data. …
Automatic premature ventricular contraction detection using deep metric learning and KNN
J Yu, X Wang, X Chen, J Guo - Biosensors, 2021 - mdpi.com
… Premature ventricular contractions (PVCs), common in the … a simplistic but powerful approach
to detect PVC from long-term ECG… features to detect PVC. Unlike previous systems used to …
to detect PVC from long-term ECG… features to detect PVC. Unlike previous systems used to …
Automated classification of normal and premature ventricular contractions in electrocardiogram signals
NZN Jenny, O Faust, W Yu - Journal of Medical Imaging and …, 2014 - ingentaconnect.com
… The objective of this project was to improve the accuracy of cardiac arrhythmia detection by
using advanced signal processing and machine learning methods. The proposed Computer-…
using advanced signal processing and machine learning methods. The proposed Computer-…
Automated detection of premature ventricular contraction in ECG signals using enhanced template matching algorithm
AS Malek, A Elnahrawy, H Anwar… - Biomedical Physics & …, 2020 - iopscience.iop.org
… including ventricular fibrillation … ventricular contractions (PVCs) entails treatment to prevent
escalating health problems. PVC stems from the presence of ectopic centres in the ventricles …
escalating health problems. PVC stems from the presence of ectopic centres in the ventricles …
End-to-end premature ventricular contraction detection using deep neural networks
… The application of neural networks for automated detection of cardiac arrhythmia such as
PVCs has been the subject of research for a number of years, with various models …
PVCs has been the subject of research for a number of years, with various models …
Bayesian classification models for premature ventricular contraction detection on ECG traces
MM Casas, RL Avitia… - Journal of …, 2018 - Wiley Online Library
… of automated mechanisms for the detection of PVC complexes. … ventricular contraction (PVC)
is a kind of arrhythmia caused by an ectopic cardiac pacemaker located in the ventricle. …
is a kind of arrhythmia caused by an ectopic cardiac pacemaker located in the ventricle. …
Automatic premature ventricular contractions detection for multi-lead electrocardiogram signal
MM Al Rahhal, N Al Ajlan, Y Bazi… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
In this paper, we propose an electrocardiogram (ECG) technique for the automatic detection
of Premature Ventricular Contractions (PVC) based on multi-lead signals and on a deep …
of Premature Ventricular Contractions (PVC) based on multi-lead signals and on a deep …
Photoplethysmography-based method for automatic detection of premature ventricular contractions
A Sološenko, A Petrėnas… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
… At first, PVCs in the ECG were detected by using an automated RR interval detection algorithm
[29]. Then, RR intervals were used for manual evaluation of ECG morphology to ensure …
[29]. Then, RR intervals were used for manual evaluation of ECG morphology to ensure …
Automated detection of premature ventricular contraction using recurrence quantification analysis on heart rate signals
… With this paper, we propose a CAD system for Preventricular Contraction (PVC) detection
based on HR signals. The HRV was analyzed with Recurrence Plots (RPs) and Recurrence …
based on HR signals. The HRV was analyzed with Recurrence Plots (RPs) and Recurrence …
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