Foundation models for electrocardiogram interpretation: clinical implications
Year: 2025
Type: article
Language: en
Topic: ECG Monitoring and Analysis
Authors and affiliations:
raw_author_name: Alexis Nolin-Lapalme
raw_affiliation_strings: Department of Biochemistry and Molecular Medicine, Faculty of Medicine, University of Montreal , Montreal, Quebec , H3C 3J7
Heartwise (Heartwise.ai), Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
Mila—Québec AI Institute , Montreal, Quebec , H2S 3H1
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Achille Sowa
raw_affiliation_strings: Department of Biochemistry and Molecular Medicine, Faculty of Medicine, University of Montreal , Montreal, Quebec , H3C 3J7
Heartwise (Heartwise.ai), Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Jacques Delfrate
raw_affiliation_strings: Heartwise (Heartwise.ai), Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Olivier Tastet
raw_affiliation_strings: Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Denis Corbin
raw_affiliation_strings: Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Merve Kulbay
raw_affiliation_strings: Department of Ophthalmology & Visual Sciences, McGill University , Montreal, QC H4A 3S5 ,
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Derman Ozdemir
raw_affiliation_strings: Department of Internal Medicine/Critical Care, Eastern New Mexico Medical Center , Roswell, NM ,
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Marie-Jeanne Noël
raw_affiliation_strings: Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: François-Christophe Marois-Blanchet
raw_affiliation_strings: Center for the Integration and Analysis of Medical Data (CITADEL), Centre Hospitalier de L'Université de Montréal (CHUM) , Montreal, Quebec , H2X 0A9
raw_author_name: François Harvey
raw_affiliation_strings: Center for the Integration and Analysis of Medical Data (CITADEL), Centre Hospitalier de L'Université de Montréal (CHUM) , Montreal, Quebec , H2X 0A9
raw_author_name: Surbhi Sharma
raw_affiliation_strings: Electrophysiology Section, Division of Cardiology, University of Washington , Seattle, WA ,
raw_author_name: Minhaj Ansari
raw_affiliation_strings: Division of Cardiology, Department of Medicine, University of California-San Francisco , San Francisco, CA ,
raw_author_name: I Min Chiu
raw_affiliation_strings: Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center , Los Angeles, CA ,
raw_author_name: Valentina D’souza
raw_affiliation_strings: Data Sciences Platform, The Broad Institute of MIT and Harvard , Cambridge, MA ,
raw_author_name: Sam F Friedman
raw_affiliation_strings: Data Sciences Platform, The Broad Institute of MIT and Harvard , Cambridge, MA ,
raw_author_name: Michaël Chassé
raw_affiliation_strings: Center for the Integration and Analysis of Medical Data (CITADEL), Centre Hospitalier de L'Université de Montréal (CHUM) , Montreal, Quebec , H2X 0A9
raw_author_name: Brian J Potter
raw_affiliation_strings: Cardiovascular Center & Research Center, Centre Hospitalier de L'Université de Montréal (CHUM) , Montreal, Quebec ,
raw_author_name: Jonathan Afilalo
raw_affiliation_strings: Division of Cardiology and Centre for Clinical Epidemiology, Jewish General Hospital, McGill University , Montreal, Quebec ,
raw_author_name: Pierre Adil Elias
raw_affiliation_strings: Department of Biomedical Informatics, Columbia University Irving Medical Center , New York, NY ,
raw_author_name: Gilbert Jabbour
raw_affiliation_strings: Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Mourad Bahani
raw_affiliation_strings: Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Marie-Pierre Dubé
raw_affiliation_strings: Department of Medicine, Faculty of Medicine, Université de Montréal , Montreal, Quebec ,
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Patrick M Boyle
raw_affiliation_strings: Electrophysiology Section, Division of Cardiology, University of Washington , Seattle, WA ,
raw_author_name: Neal A Chatterjee
raw_affiliation_strings: Electrophysiology Section, Division of Cardiology, University of Washington , Seattle, WA ,
raw_author_name: Joshua Barrios
raw_affiliation_strings: Division of Cardiology, Department of Medicine, University of California-San Francisco , San Francisco, CA ,
raw_author_name: Geoffrey H Tison
raw_affiliation_strings: Division of Cardiology, Department of Medicine, University of California-San Francisco , San Francisco, CA ,
raw_author_name: David Ouyang
raw_affiliation_strings: Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center , Los Angeles, CA ,
Division of Research, Kaiser Permanente, Northern California, Pleasanton, CA ,
raw_author_name: Mahnaz Maddah
raw_affiliation_strings: Data Sciences Platform, The Broad Institute of MIT and Harvard , Cambridge, MA ,
raw_author_name: Shaan Khurshid
raw_affiliation_strings: Cardiovascular Disease Initiative, Broad Institute of Harvard University and MIT , Cambridge, MA ,
Cardiovascular Research Center, Massachusetts General Hospital , Boston, MA ,
Telemachus and Irene Demoulas Family Foundation Center for Cardiac Arrhythmias, Massachusetts General Hospital , Boston, MA ,
raw_author_name: Julia Cadrin-Tourigny
raw_affiliation_strings: Department of Medicine, Faculty of Medicine, Université de Montréal , Montreal, Quebec ,
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Rafik Tadros
raw_affiliation_strings: Department of Medicine, Faculty of Medicine, Université de Montréal , Montreal, Quebec ,
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Julie Hussin
raw_affiliation_strings: Department of Biochemistry and Molecular Medicine, Faculty of Medicine, University of Montreal , Montreal, Quebec , H3C 3J7
Department of Medicine, Faculty of Medicine, Université de Montréal , Montreal, Quebec ,
Heartwise (Heartwise.ai), Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8
raw_author_name: Robert Avram
raw_affiliation_strings: Department of Medicine, Faculty of Medicine, Université de Montréal , Montreal, Quebec ,
Department of Ophthalmology & Visual Sciences, McGill University , Montreal, QC H4A 3S5 ,
Montreal Heart Institute , 5000 Rue Bélanger, Montreal, Quebec , H1T 1C8