Patient contrastive learning: A performant, expressive, and practical approach to electrocardiogram modeling

• Nathaniel Diamant,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

  Affiliations Research Laboratory of Electronics, MIT, Cambridge, Massachusetts, United States of America, Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0002-1738-304X

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• Erik Reinertsen,

  Roles Data curation, Writing – review & editing

  Affiliations Research Laboratory of Electronics, MIT, Cambridge, Massachusetts, United States of America, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0001-7214-9611

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• Steven Song,

  Roles Data curation, Writing – review & editing

  Affiliation Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0001-5868-3877

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• Aaron D. Aguirre,

  Roles Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America, Center for Systems Biology, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, Massachusetts, United States of America, Wellman Center for Photomedicine, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0002-5509-1646

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• Collin M. Stultz,

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Research Laboratory of Electronics, MIT, Cambridge, Massachusetts, United States of America, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, United States of America, Department of Electrical Engineering and Computer Science, MIT, Cambridge, Massachusetts, United States of America, Harvard-MIT Division of Health Sciences and Technology, Cambridge, Massachusetts, United States of America

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• Puneet Batra

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: pbatra@broadinstitute.org

  Affiliation Data Sciences Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0001-6822-0593

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