Screening strategies for atrial fibrillation: a systematic review and cost-effectiveness analysis

NJ Welton, A McAleenan, HHZ Thom… - Health technology …, 2017 - discovery.ucl.ac.uk
BACKGROUND: Atrial fibrillation (AF) is a common cardiac arrhythmia that increases the risk
of thromboembolic events. Anticoagulation therapy to prevent AF-related stroke has been …

Computational modeling of the human atrial anatomy and electrophysiology

O Dössel, MW Krueger, FM Weber, M Wilhelms… - Medical & biological …, 2012 - Springer
This review article gives a comprehensive survey of the progress made in computational
modeling of the human atria during the last 10 years. Modeling the anatomy has emerged …

A wavelet-based ECG delineator: evaluation on standard databases

JP Martínez, R Almeida, S Olmos… - IEEE Transactions …, 2004 - ieeexplore.ieee.org
In this paper, we developed and evaluated a robust single-lead electrocardiogram (ECG)
delineation system based on the wavelet transform (WT). In a first step, QRS complexes are …

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 …

Accurate detection of atrial fibrillation from 12-lead ECG using deep neural network

W Cai, Y Chen, J Guo, B Han, Y Shi, L Ji… - Computers in biology …, 2020 - Elsevier
Atrial fibrillation (AF) is the most common heart arrhythmia, and 12-lead electrocardiogram
(ECG) is regarded as the gold standard for AF diagnosis. Highly accurate diagnosis of AF …

Automatic real time detection of atrial fibrillation

S Dash, KH Chon, S Lu, EA Raeder - Annals of biomedical engineering, 2009 - Springer
Atrial fibrillation (AF) is the most common sustained arrhythmia and is associated with
significant morbidity and mortality. Timely diagnosis of the arrhythmia, particularly transient …

Stacking segment-based CNN with SVM for recognition of atrial fibrillation from single-lead ECG recordings

QH Nguyen, BP Nguyen, TB Nguyen, TTT Do… - … Signal Processing and …, 2021 - Elsevier
Background and objective Atrial fibrillation (AF) is the most common form of cardiac rhythm
disorder. Early detection of AF can result in a lower risk of stroke, heart failure, systemic …

Atrial fibrillation detection using convolutional neural networks on 2-dimensional representation of ECG signal

B Król-Józaga - Biomedical Signal Processing and Control, 2022 - Elsevier
Atrial fibrillation (AFIB), heart condition associated with increased risk of stroke, dementia,
heart failure, and mortality, is the most common cardiac arrhythmia. The problem of …

Application of the phasor transform for automatic delineation of single-lead ECG fiducial points

A Martínez, R Alcaraz, JJ Rieta - Physiological measurement, 2010 - iopscience.iop.org
This work introduces a new single-lead ECG delineator based on phasor transform. The
method is characterized by its robustness, low computational cost and mathematical …

Automatic motion and noise artifact detection in Holter ECG data using empirical mode decomposition and statistical approaches

J Lee, DD McManus, S Merchant… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
We present a real-time method for the detection of motion and noise (MN) artifacts, which
frequently interferes with accurate rhythm assessment when ECG signals are collected from …