A cascaded classifier for multi-lead ECG based on feature fusion
Sign Up to like & getrecommendations! Published in 2019 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2019.06.021
Abstract: BACKGROUND AND OBJECTIVE Electrocardiogram (ECG) is an important diagnostic tool for the diagnosis of heart disorders. Useful features and well-designed classification method are crucial for automatic diagnosis. However, most of the contributions were in single… read more here.
Keywords: lead ecg; database; ecg; feature fusion ... See more keywords
Multiplex recurrence networks from multi-lead ECG data.
Sign Up to like & getrecommendations! Published in 2020 at "Chaos"
DOI: 10.1063/5.0026954
Abstract: We present an integrated approach to analyze the multi-lead electrocardiogram (ECG) data using the framework of multiplex recurrence networks (MRNs). We explore how their intralayer and interlayer topological features can capture the subtle variations in… read more here.
Keywords: multi lead; ecg data; recurrence; multiplex recurrence ... See more keywords
Classification of multi-lead ECG with deep residual convolutional neural networks
Sign Up to like & getrecommendations! Published in 2022 at "Physiological Measurement"
DOI: 10.1088/1361-6579/ac7939
Abstract: Objective. Automatic electrocardiogram (ECG) interpretation based on deep learning methods is attracting increasing attention. In this study, we propose a novel method to accurately classify multi-lead ECGs using deep residual neural networks. Approach. ECG recordings… read more here.
Keywords: multi lead; neural networks; deep residual; convolutional neural ... See more keywords
Comparison of single-lead and multi-lead ECG for QT variability assessment using autoregressive modelling
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DOI: 10.1088/1361-6579/ac92be
Abstract: Objective. Beat-to-beat fluctuations in the QT interval—QT variability (QTV)—have been shown to vary amongst the different ECG leads. This study aims to compare the utility of single and multi-lead ECG to disentangle the mechanisms contributing… read more here.
Keywords: multi lead; autoregressive modelling; ecg; lead ecg ... See more keywords
Multi‐lead atrioventricular sequential pacing: A promising alternative to conventional temporary pacing techniques
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DOI: 10.1111/jocs.16791
Abstract: Temporary right ventricular pacing in unstable bradycardia and cardiovascular interventions is associated with atrioventricular dyssynchrony and reduced cardiac output. Currently, sequential atrioventricular pacing options are limited andnot routinely used. Herein, we discuss a novel, first… read more here.
Keywords: multi lead; pacing; sequential pacing; lead atrioventricular ... See more keywords