Foundation Models for Generalizable Electrocardiogram Interpretation: Comparison of Supervised and Self-Supervised Electrocardiogram Foundation Models. Alexis Nolin-Lapalme , Achille Sowa , Jacques Delfrate , Olivier Tastet , Denis Corbin , Merve Kulbay , Derman Ozdemir , Marie-Jeanne Noël , François-Christophe Marois-Blanchet , François Harvey , Surbhi Sharma , Minhaj Ansari , I-Min Chiu , Valentina Dsouza , Sam F Friedman , Michaël Chassé , Brian J Potter , Jonathan Afilalo , Pierre Adil Elias , Gilbert Jabbour , Mourad Bahani , Marie-Pierre Dubé , Patrick M Boyle , Neal A Chatterjee , Joshua Barrios , Geoffrey H Tison , David Ouyang , Mahnaz Maddah , Shaan Khurshid , Julia Cadrin-Tourigny , Rafik Tadros , Julie Hussin , Robert Avram medRxiv the preprint server for health sciences（2025）
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