Evidence map›Paper›PMID 41669820›Full record

ArticleEuropace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology2026

Artificial intelligence ECG localization facilitates focused activation mapping and improves outcomes in hemodynamically unstable ventricular tachycardia.

Gordon Ho, Kevin Sung, Frederick T Han, Jonathan C Hsu, Kurt Hoffmayer, Farshad S Raissi, Anne-Sophie Lacharite-Roberge, Gregory K Feld, David E Krummen

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Artificial intelligence for patient selection in pulsed-field ablation: promise, pragmatism, and the need for standards.Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Gordon HoDivision of Cardiology, Cardiac Electrophysiology, University of California San Diego, Cardiology Section 111A, La Jolla, CA 92161, USA.ORCID 0000-0001-6467-3333
Kevin SungDivision of Cardiology, Cardiac Electrophysiology, University of California San Diego, Cardiology Section 111A, La Jolla, CA 92161, USA.ORCID 0000-0002-8513-6956
Frederick T HanDivision of Cardiology, Cardiac Electrophysiology, University of California San Diego, Cardiology Section 111A, La Jolla, CA 92161, USA.
Jonathan C HsuDivision of Cardiology, Cardiac Electrophysiology, University of California San Diego, Cardiology Section 111A, La Jolla, CA 92161, USA.ORCID 0000-0002-1523-573X
Kurt HoffmayerDivision of Cardiology, Cardiac Electrophysiology, University of California San Diego, Cardiology Section 111A, La Jolla, CA 92161, USA.
Farshad S RaissiDivision of Cardiology, Cardiac Electrophysiology, University of California San Diego, Cardiology Section 111A, La Jolla, CA 92161, USA.ORCID 0000-0002-7663-4347
Anne-Sophie Lacharite-RobergeDivision of Cardiology, Cardiac Electrophysiology, University of California San Diego, Cardiology Section 111A, La Jolla, CA 92161, USA.ORCID 0000-0003-4502-3081
Gregory K FeldDivision of Cardiology, Cardiac Electrophysiology, University of California San Diego, Cardiology Section 111A, La Jolla, CA 92161, USA.ORCID 0000-0002-3099-2982
David E KrummenDivision of Cardiology, Cardiac Electrophysiology, University of California San Diego, Cardiology Section 111A, La Jolla, CA 92161, USA.ORCID 0000-0003-3123-8970

Funding

American Heart Association 19CDA34760021Muggleton Family via the Artificial Intelligence Arrhythmia Research FundNIH HHS 1KL2TR001444UC San Diego Health
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Electroanatomic mappingElectrocardiographyMappingNon-invasive mappingVentricular tachycardiaVentricular tachycardia ablation

Identifiers

PMID41669820
PMCPMC12954385

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.