Enhanced detection of atrial fibrillation in single-lead electrocardiograms using a Cloud-based artificial intelligence platform

The result of this external validation indicates that the AI platform can match cardiologist-level accuracy in AF detection from 1-lead ECGs. Such tools are promising for AF screening and have the potential to improve accuracy in noncardiology expert health care professional interpretation and trigger further tests for effective patient management.

Authors

Institutions

Publication Details

Journal
Heart Rhythm
Published
2025-01-10
DOI
https://doi.org/10.1016/j.hrthm.2024.12.048
Citations
5
Primary Topic
ECG Monitoring and Analysis
Type
article
Field-Weighted Citation Impact
6.94

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhanced detection of atrial fibrillation in single-lead electrocardiograms using a Cloud-based artificial intelligence platform

Carlos Lizcano, Raquel Toribio‐Fernández, José María Lillo-Castellano, Manuel Marina‐Breysse et al.
5 citations
Heart Rhythm
ECG Monitoring and Analysis
6.94
article

Enhanced detection of atrial fibrillation in single-lead electrocardiograms using a Cloud-based artificial intelligence platform

Carlos Lizcano, Raquel Toribio‐Fernández, José María Lillo-Castellano, Manuel Marina‐Breysse, Michiel Rienstra, David Jiménez-Virumbrales, Daniel Corrochano-Diego, François De Guio
article en
5 citations

Abstract

The result of this external validation indicates that the AI platform can match cardiologist-level accuracy in AF detection from 1-lead ECGs. Such tools are promising for AF screening and have the potential to improve accuracy in noncardiology expert health care professional interpretation and trigger further tests for effective patient management.

Heart RhythmVol. 22(7)
University Medical Center Groningen (NL), University of Groningen (NL), Centro de Investigación en Red en Enfermedades Cardiovasculares (ES), Hospital La Paz Institute for Health Research (ES), Centro de Investigación Biomédica en Red (ES), Spanish National Centre for Cardiovascular Research (ES), Hospital Universitario del Henares (ES)
Horizon 2020 Framework Programme, H2020 European Research Council
Decent work and economic growth
Openalex Percentile: Top 3%
ECG Monitoring and Analysis
6.94
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Enhanced detection of atrial fibrillation in single-lead electrocardiograms using a Cloud-based artificial intelligence platform — Carlos Lizcano, Raquel Toribio‐Fernández, et al. · Heart Rhythm (2025) | TGRS Research Map | TGRS