Early detection of atrial fibrillation based on ECG signals

N Ahmed, Y Zhu - Bioengineering, 2020 - mdpi.com
Atrial fibrillation, often called AF is considered to be the most common type of cardiac
arrhythmia, which is a major healthcare challenge. Early detection of AF and the appropriate …

OpenEP: a cross-platform electroanatomic mapping data format and analysis platform for electrophysiology research

SE Williams, CH Roney, A Connolly, I Sim… - Frontiers in …, 2021 - frontiersin.org
Background Electroanatomic mapping systems are used to support electrophysiology
research. Data exported from these systems is stored in proprietary formats which are …

DG-Mapping: a novel software package for the analysis of any type of reentry and focal activation of simulated, experimental or clinical data of cardiac arrhythmia

E Van Nieuwenhuyse, S Hendrickx, RV Abeele… - Medical & Biological …, 2022 - Springer
In this work, we present the release of a novel easy to use software package called DGM or
Directed-Graph-Mapping. DGM can automatically analyze any type of arrhythmia to find …

Standardizing single-frame phase singularity identification algorithms and parameters in phase mapping during human atrial fibrillation

X Li, TP Almeida, N Dastagir, MS Guillem… - Frontiers in …, 2020 - frontiersin.org
Purpose Recent investigations failed to reproduce the positive rotor-guided ablation
outcomes shown by initial studies for treating persistent atrial fibrillation (persAF). Phase …

Convolutional neural networks for mechanistic driver detection in atrial fibrillation

GR Ríos-Muñoz, F Fernandez-Aviles… - International Journal of …, 2022 - mdpi.com
The maintaining and initiating mechanisms of atrial fibrillation (AF) remain controversial.
Deep learning is emerging as a powerful tool to better understand AF and improve its …

Application of artificial intelligence ensemble learning model in early prediction of atrial fibrillation

C Wu, M Hwang, TH Huang, YMJ Chen, YJ Chang… - BMC …, 2021 - Springer
Background Atrial fibrillation is a paroxysmal heart disease without any obvious symptoms
for most people during the onset. The electrocardiogram (ECG) at the time other than the …

Structural remodeling and rotational activity in persistent/long-lasting atrial fibrillation: Gender-effect differences and impact on post-ablation outcome

GR Rios-Munoz, N Soto, P Ávila, A Carta… - Frontiers in …, 2022 - frontiersin.org
Background Structural and post-ablation gender differences are reported in atrial fibrillation
(AF). We analyzed the gender differences in structural remodeling and AF mechanisms in …

Atrial fibrillation driver identification through regional mutual information networks: a modeling perspective

Q Sha, L Elliott, X Zhang, T Levy, T Sharma… - Journal of Interventional …, 2022 - Springer
Purpose Effective identification of electrical drivers within remodeled tissue is a key for
improving ablation treatment for atrial fibrillation. We have developed a mutual information …

Real-time ventricular cancellation in unipolar atrial fibrillation electrograms

GR Ríos-Muñoz, A Artés-Rodríguez… - … in Bioengineering and …, 2020 - frontiersin.org
Unipolar atrial fibrillation (AF) electrograms (EGMs) require far-field ventricle cancellation to
recover hidden atrial activations. Current methods cannot achieve real-time cancellation …

Addressing challenges of quantitative methodologies and event interpretation in the study of atrial fibrillation

EJ Ciaccio, EY Wan, DS Saluja, UR Acharya… - Computer methods and …, 2019 - Elsevier
Atrial fibrillation (AF) is the commonest arrhythmia, yet the mechanisms of its onset and
persistence are incompletely known. Although techniques for quantitative assessment have …