Artificial intelligence for the detection, prediction, and management of atrial fibrillation

JL Isaksen, M Baumert, ANL Hermans… - …, 2022 - Springer
… The present article reviews the state of the art of machine learning algorithms for the … of
atrial fibrillation (AF), as well as of the development and evaluation of artificial intelligence (AI) in …

Artificial intelligence and atrial fibrillation

O Sehrawat, AH Kashou… - Journal of …, 2022 - Wiley Online Library
… In the context of atrial fibrillation (AF), traditional clinical … Novel approaches leveraging
artificial intelligence have the … AF, atrial fibrillation; AI, artificial intelligence; AUC, area under …

An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome …

ZI Attia, PA Noseworthy, F Lopez-Jimenez… - The Lancet, 2019 - thelancet.com
… We developed an artificial intelligence (AI)-enabled … the electrocardiographic signature of
atrial fibrillation present during … of atrial fibrillation or atrial flutter as positive for atrial fibrillation. …

[HTML][HTML] Artificial intelligence for the detection and treatment of atrial fibrillation

DM Harmon, O Sehrawat, M Maanja… - Arrhythmia & …, 2023 - ncbi.nlm.nih.gov
… most common clinically relevant cardiac arrhythmia associated with multiple comorbidities,
cardiovascular complications (eg stroke) and increased mortality. As artificial intelligence (AI) …

Prediction of Atrial Fibrillation using artificial intelligence on Electrocardiograms: A systematic review

I Matias, N Garcia, S Pirbhulal, V Felizardo… - Computer Science …, 2021 - Elsevier
Atrial Fibrillation (AF) is a type of arrhythmia characterized by … those who reported studies
using Artificial Intelligence (AI) for … %), six of them used machine learning methods (50%) and …

Artificial intelligence for a personalized diagnosis and treatment of atrial fibrillation

AM Sanchez de la Nava, F Atienza… - American Journal …, 2021 - journals.physiology.org
Although atrial fibrillation (AF) is the most common cardiac arrhythmia, its early identification, …
Artificial intelligence (AI) algorithms are particularly well suited for treating high-dimensional …

Artificial intelligence–electrocardiography to predict incident atrial fibrillation: a population-based study

G Christopoulos, J Graff-Radford… - … : Arrhythmia and …, 2020 - Am Heart Assoc
… An artificial intelligence (AI) algorithm applied to electrocardiography during sinus rhythm
has recently been shown to detect concurrent episodic atrial fibrillation (AF). We sought to …

Artificial intelligence classification methods of atrial fibrillation with implementation technology

HW Lim, YW Hau, CW Lim… - Computer Assisted …, 2016 - Taylor & Francis
AFIB’ describes the AFIB features, follow by a discussion of AFIB classification focusing on
artificial intelligence (AI) in the Section ‘Classification Method for AFIB’. The current common …

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
… are patients with atrial fibrillation. In … of artificial intelligence models. Therefore, this paper
used various ECG characteristics parameters of atrial fibrillation to perform artificial intelligence

Current advancement in diagnosing atrial fibrillation by utilizing wearable devices and artificial intelligence: A review study

YC Wang, X Xu, A Hajra, S Apple, A Kharawala… - Diagnostics, 2022 - mdpi.com
… advancement of artificial intelligence and machine learning, the … in artificial intelligence in
diagnosing atrial fibrillation. We believe … , the diagnosis of atrial fibrillation shall be made more …