State of the Art of Artificial Intelligence in Clinical Electrophysiology in 2025: A Scientific Statement of the European Heart Rhythm Association (EHRA) of the ESC, the Heart Rhythm Society (HRS), and the ESC Working Group on E-Cardiology
The EHRA AI checklist provides a structured framework for reporting AI research in EP. Its use can improve understanding but also enhance the reproducibility and transparency of AI studies, fostering more robust and reliable integration of AI into clinical EP practice.
Authors
- G. André Ng (ORCID: https://orcid.org/0000-0001-5965-0671)
- Enrico G. Caiani (ORCID: https://orcid.org/0000-0002-1770-6486)
- Paul A. Friedman (ORCID: https://orcid.org/0000-0001-5052-2948)
- Gerhard Hindricks (ORCID: https://orcid.org/0000-0002-0132-0773)
- Jagmeet P. Singh (ORCID: https://orcid.org/0000-0002-2724-529X)
- Julia Ramírez (ORCID: https://orcid.org/0000-0003-4130-5866)
- Janet K. Han (ORCID: https://orcid.org/0000-0003-2393-7018)
- Sanjiv M. Narayan (ORCID: https://orcid.org/0000-0001-7552-5053)
- José Millet (ORCID: https://orcid.org/0000-0002-8879-003X)
- Peter A. Noseworthy (ORCID: https://orcid.org/0000-0002-4308-0456)
- Rodrigue Garcia (ORCID: https://orcid.org/0000-0001-9350-2437)
- Natalia A. Trayanova (ORCID: https://orcid.org/0000-0002-8661-063X)
- David Duncker (ORCID: https://orcid.org/0000-0003-2996-6338)
- Sabine Ernst (ORCID: https://orcid.org/0000-0003-1258-2477)
- Fleur V.Y. Tjong (ORCID: https://orcid.org/0000-0001-9608-0081)
- Sandy Engelhardt (ORCID: https://orcid.org/0000-0001-8816-7654)
- Emma Svennberg (ORCID: https://orcid.org/0000-0002-6413-0870)
- Hamid Ghanbari (ORCID: https://orcid.org/0009-0004-7826-4740)
- Sharon Man (ORCID: https://orcid.org/0000-0002-1787-1860)
Institutions
- University of Copenhagen (DK)
- Université Libre de Bruxelles (BE)
- Mayo Clinic (US)
- Karolinska University Hospital (SE)
- Harvard University (US)
- University of Padua (IT)
- Johns Hopkins University (US)
- Imperial College Healthcare NHS Trust (GB)
- University of Leicester (GB)
- Queen Mary University of London (GB)
- Virginia Commonwealth University (US)
- University of Washington (US)
- Heidelberg University (DE)
- Universidad de Zaragoza (ES)
- Cardiovascular Institute of the South (US)
- University of Michigan (US)
- Johns Hopkins Medicine (US)
- Maastricht University Medical Centre (NL)
- Erasmus Hospital (BE)
- University Hospital Heidelberg (DE)
- WinnMed (US)
- Copenhagen University Hospital (DK)
- Karolinska Institutet (SE)
- British Heart Foundation (GB)
- Université de Poitiers (FR)
- Medizinische Hochschule Hannover (DE)
- Massachusetts General Hospital (US)
- Centro de Investigación en Red en Enfermedades Cardiovasculares (ES)
- Ente Ospedaliero Cantonale (CH)
- Royal Brompton Hospital (GB)
- Lung Institute (US)
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (ES)
- Thomas Foundation (AU)
- Amsterdam Neuroscience (NL)
- Centre Hospitalier Universitaire de Poitiers (FR)
- Michigan Medicine (US)
- Centro de Investigación Biomédica en Red (ES)
- Mayo Clinic in Arizona (US)
- NIHR Leicester Cardiovascular Biomedical Research Unit (GB)
- Institute of Engineering (NP)
- IRCCS Istituto Auxologico Italiano (IT)
- Deutsches Herzzentrum München (DE)
- William Harvey Research Institute (GB)
- Amsterdam University Medical Centers (NL)
- Institute of Mathematical Statistics (US)
- VA Greater Los Angeles Healthcare System (US)
- Berlin Heart (Germany) (DE)
- Medical Research Network (US)
- NIHR Leicester Biomedical Research Centre (GB)
- University Hospitals Plymouth NHS Trust (GB)
- Imperial College London (GB)
- Università della Svizzera italiana (CH)
- Seattle University (US)
- Universitat Politècnica de València (ES)
- Charité - Universitätsmedizin Berlin (DE)
- Politecnico di Milano (IT)
- University of California, Berkeley (US)
- Stanford University (US)
Publication Details
- Journal
- EP Europace
- Published
- 2025-03-31
- DOI
- https://doi.org/10.1093/europace/euaf071
- Citations
- 44
- Primary Topic
- ECG Monitoring and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 61.08
Funders
- Bristol-Myers Squibb
- Pfizer
- Sanofi
- Boston Scientific Corporation
- Verily Life Sciences
- Impulse Dynamics
- University of Leicester
- European Society of Cardiology
- Fondation Leducq
- Stockholms Läns Landsting
- Servier
- MicroPort
- National Institutes of Health
- Biosense Webster
- Daiichi Sankyo Europe