Automatic detection of atrial fibrillation using stationary wavelet transform and support vector machine
S Asgari, A Mehrnia, M Moussavi - Computers in biology and medicine, 2015 - Elsevier
Background Atrial fibrillation (AF) is the most common cardiac arrhythmia, and a major
public health burden associated with significant morbidity and mortality. Automatic detection …
public health burden associated with significant morbidity and mortality. Automatic detection …
Automatic detection of atrial fibrillation based on continuous wavelet transform and 2D convolutional neural networks
Atrial fibrillation (AF) is the most common cardiac arrhythmias causing morbidity and
mortality. AF may appear as episodes of very short (ie, proximal AF) or sustained duration …
mortality. AF may appear as episodes of very short (ie, proximal AF) or sustained duration …
Overview on prediction, detection, and classification of atrial fibrillation using wavelets and AI on ECG
H Serhal, N Abdallah, JM Marion, P Chauvet… - Computers in Biology …, 2022 - Elsevier
Atrial fibrillation (AF) is the most common supraventricular cardiac arrhythmia, resulting in
high mortality rates among affected patients. AF occurs as episodes coming from irregular …
high mortality rates among affected patients. AF occurs as episodes coming from irregular …
Atrial fibrillation beat identification using the combination of modified frequency slice wavelet transform and convolutional neural networks
Atrial fibrillation (AF) is a serious cardiovascular disease with the phenomenon of beating
irregularly. It is the major cause of variety of heart diseases, such as myocardial infarction …
irregularly. It is the major cause of variety of heart diseases, such as myocardial infarction …
[HTML][HTML] Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks
The most prevalent arrhythmia observed in clinical practice is atrial fibrillation (AF). AF is
associated with an irregular heartbeat pattern and a lack of a distinct P-waves signal. A low …
associated with an irregular heartbeat pattern and a lack of a distinct P-waves signal. A low …
Automated detection of atrial fibrillation in ECG signals based on wavelet packet transform and correlation function of random process
J Wang, P Wang, S Wang - Biomedical Signal Processing and Control, 2020 - Elsevier
Atrial fibrillation (AF) is a common cardiac arrhythmia in clinic. The traditional AF detection
using visual inspection by trained physicians is an inefficient and burdensome task. In this …
using visual inspection by trained physicians is an inefficient and burdensome task. In this …
Integration of results from convolutional neural network in a support vector machine for the detection of atrial fibrillation
C Ma, S Wei, T Chen, J Zhong, Z Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Atrial fibrillation (AF) can cause a variety of heart diseases and its detection is insufficient in
outside hospital. We proposed three methods for AF diagnosis in ambulatory settings. The …
outside hospital. We proposed three methods for AF diagnosis in ambulatory settings. The …
High accuracy of automatic detection of atrial fibrillation using wavelet transform of heart rate intervals
D Duverney, JM GASPOZ, V Pichot… - Pacing and clinical …, 2002 - Wiley Online Library
DUVERNEY, D., et al.: High Accuracy of Automatic Detection of Atrial Fibrillation Using
Wavelet Transform of Heart Rate Intervals. Permanent and paroxysmal AF is a risk factor for …
Wavelet Transform of Heart Rate Intervals. Permanent and paroxysmal AF is a risk factor for …
An automated detection of atrial fibrillation from single‑lead ECG using HRV features and machine learning
AS Udawat, P Singh - Journal of Electrocardiology, 2022 - Elsevier
Background Atrial fibrillation (AF) is a disorder of the heart rhythm where irregular and rapid
heartbeats are observed. This supraventricular arrhythmia may increase the risk of blood …
heartbeats are observed. This supraventricular arrhythmia may increase the risk of blood …
Application of the relative wavelet energy to heart rate independent detection of atrial fibrillation
Abstract Background and Objectives Atrial fibrillation (AF) is the most common sustained
cardiac arrhythmia and a growing healthcare burden worldwide. It is often asymptomatic and …
cardiac arrhythmia and a growing healthcare burden worldwide. It is often asymptomatic and …
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