Comparing Phenotypes for Acute and Long-Term Response to Atrial Fibrillation Ablation Using Machine Learning
Long-term and acute responses to AF ablation reflect distinct clinical and electrical physiology, respectively. This de-linking of phenotypes raises the question of whether long-term success operates through factors such as attenuated AF progression. There remains an urgent need to develop procedural predictors of long-term AF ablation success.
Authors
- Albert J. Rogers (ORCID: https://orcid.org/0000-0001-6585-534X)
- Kelly Brennan (ORCID: https://orcid.org/0000-0002-7698-7353)
- Paul Clopton (ORCID: https://orcid.org/0000-0002-0642-0861)
- Ruibin Feng (ORCID: https://orcid.org/0000-0002-0777-8195)
- David E. Krummen (ORCID: https://orcid.org/0000-0003-3123-8970)
- Sanjiv M. Narayan (ORCID: https://orcid.org/0000-0001-7552-5053)
- Tina Baykaner (ORCID: https://orcid.org/0000-0002-0476-2972)
- Ulrich Schotten (ORCID: https://orcid.org/0000-0003-1532-3315)
- Paul J. Wang (ORCID: https://orcid.org/0000-0002-5467-5877)
- Samuel Ruipérez-Campillo (ORCID: https://orcid.org/0000-0002-5425-4175)
- Brototo Deb (ORCID: https://orcid.org/0000-0001-8800-0002)
- Wayne R. Giles (ORCID: https://orcid.org/0000-0002-8077-5935)
- Viren Srivastava (ORCID: https://orcid.org/0009-0006-8062-2441)
- Prasanth Ganesan (ORCID: https://orcid.org/0000-0002-1885-0690)
- Maxime Pedron
- Hui Ju Chang (ORCID: https://orcid.org/0000-0002-3734-0493)
Institutions
- University of Calgary (CA)
- Cardiovascular Institute of the South (US)
- Maastricht University Medical Centre (NL)
- Maastricht University (NL)
- ETH Zurich (CH)
- University of California San Diego (US)
- University of California San Diego Medical Center (US)
Publication Details
- Journal
- Circulation Arrhythmia and Electrophysiology
- Published
- 2025-02-01
- DOI
- https://doi.org/10.1161/circep.124.012860
- Citations
- 1
- Primary Topic
- Atrial Fibrillation Management and Outcomes
- Type
- article
- Field-Weighted Citation Impact
- 1.39