Evidence map›Paper›PMID 42644411›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-intracardiac echocardiography-guided pulsed field ablation of atrial fibrillation with variable-loop circular catheter.

Fengwei Zou, Sarah Xu, Justin Song, Ariel Gidon, Aung Lin, Nikil Prasad, Nils Guttenplan, Nicola Tarantino, Ronghua Yang, Dhanunjaya Lakkireddy and 6 more

Abstract read
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. Not yet cited in PubMed.

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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.

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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

0 citing papers in PubMed.

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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

16 authors.

Fengwei ZouMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0000-0001-6355-8843
Sarah XuMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0009-0001-2668-4055
Justin SongMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0000-0003-3561-7193
Ariel GidonMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0009-0001-4658-0990
Aung LinMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0000-0002-8624-7084
Nikil PrasadMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.
Nils GuttenplanMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0009-0001-8967-7995
Nicola TarantinoMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0000-0002-9770-8675
Ronghua YangMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0009-0005-7345-098X
Dhanunjaya LakkireddyKansas City Heart Rhythm Institute, University of Missouri-Columbia, HCA Midwest Health, Overland Park, KS, USA.ORCID 0000-0002-1492-2693
Vincenzo Mirco La FaziaTexas Cardiac Arrhythmia Institute, St David's Medical Center, Austin, TX, USA.ORCID 0000-0001-7548-4685
Sanghamitra MohantyTexas Cardiac Arrhythmia Institute, St David's Medical Center, Austin, TX, USA.ORCID 0000-0002-5487-0728
Andrea NataleTexas Cardiac Arrhythmia Institute, St David's Medical Center, Austin, TX, USA.ORCID 0000-0001-6601-944X
Vito GrupposoJohnson and Johnson MedTech Electrophysiology, Johnson and Johnson, Irvine, CA, USA.ORCID 0009-0008-5130-1491
Xiaodong ZhangMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0000-0002-2856-943X
Luigi Di BiaseMontefiore-Einstein Center for Heart and Vascular Care, Montefiore Medical Center, Montefiore Health System, Albert Einstein College of Medicine, 111 E 210th street, Bronx, NY 10467, USA.ORCID 0000-0001-6508-4047

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimsIntracardiac echocardiography (ICE) facilitates left atrial (LA) reconstruction during atrial fibrillation (AF) ablation. The artificial intelligence-based CARTOSOUND FAM (AIFAM) module enables automated three-dimensional LA reconstruction without the need for a dedicated pre-ablation mapping catheter. While this workflow has been described previously in radiofrequency ablation, its application and outcome in pulsed field ablation (PFA) remain limited. The objective of this study is to evaluate the feasibility, safety, and arrhythmia-free outcomes of a no-pre-mapping AIFAM-guided workflow during PFA using the variable-loop circular catheter (VLCC). METHODS AND

resultsPatients undergoing PFA AF ablation using VLCC were screened and those using AIFAM-guided ablation without pre-map were included in the analysis. The LA shell was created using the AI-based ICE module from the right atrium without the need for a LA mapping catheter and was used as the only reference shell for PFA energy delivery. Baseline demographics, AF subtype, comorbidities, procedural details, and follow-up outcomes were analysed. Recurrence was assessed using a 60-day blanking period and Kaplan-Meier survival analysis. A total of 412 patients underwent AF ablation using VLCC during the study period. Among them, 210 patients (mean age 68.1 ± 10.2 years; 54.8% male) underwent AIFAM-guided ablation without pre-map and were analysed. Atrial fibrillation subtype was paroxysmal in 52% and non-paroxysmal in 48%. Concomitant AF ablation and left atrial appendage occlusion (LAAO) were performed in 76 patients (36%). The mean CHA2DS2-VASc score was 3.4 ± 1.7, and the mean left ventricular ejection fraction was 56.2 ± 11.1%. All patients underwent pulmonary vein isolation, with additional PF lesions including posterior wall isolation in 87.5% and superior vena cava ablation in 60.5%. Skin-to-skin procedure time and LA dwell time were 78.8 ± 29.1 min and 47.1 ± 18.8 min for ablation alone and 87.3 ± 22.9 min and 54.6 ± 13.0 min for concomitant AF ablation and LAAO. Acute procedural success was achieved in 100% of cases. One acute non-catheter-related vascular complication (0.5%), and no late complications were documented. Among 184 patients with at least one follow-up, freedom from arrhythmia survival after the 60-day blanking was 77.7% in paroxysmal AF and 71.8% in non-paroxysmal AF at 270 days.

conclusionAIFAM enables safe and reliable LA reconstruction for successful PFA ablation, including concomitant AF ablation and LAAO using VLCC, and reduces the need for pre-ablation mapping in select patients undergoing index ablation. This strategy demonstrated high acute success, low complication rates, and favourable arrhythmia freedom in a contemporary cohort.

Indexed as

Artificial IntelligenceAtrial FibrillationCardiac CathetersCatheter AblationEchocardiographySurgery, Computer-AssistedUltrasonography, InterventionalAction PotentialsAgedEquipment DesignFeasibility StudiesFemaleHumansIrreversible Electroporation TherapyMaleMiddle AgedArtificial intelligenceAtrial fibrillationCARTOSOUND FAMElectroanatomical mappingIntracardiac echocardiographyPulsed field ablationVariable-loop circular catheterVARIPULSE

Identifiers

PMID42644411
PMCPMC13564388

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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.