Interpretable machine learning for automated left ventricular scar quantification in hypertrophic cardiomyopathy patients

• Zeinab Navidi ,

  Contributed equally to this work with: Zeinab Navidi, Jesse Sun

  Roles Conceptualization, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Division of Cardiology, Peter Munk Cardiac Center, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Canada, Department of Computer Science, University of Toronto, Toronto, Canada, Vector Institute, Toronto, Canada

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• Jesse Sun ,

  Contributed equally to this work with: Zeinab Navidi, Jesse Sun

  Roles Conceptualization, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Division of Cardiology, Peter Munk Cardiac Center, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Canada

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• Raymond H. Chan,

  Roles Conceptualization, Data curation, Formal analysis, Supervision, Writing – review & editing

  Affiliation Division of Cardiology, Peter Munk Cardiac Center, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Canada

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• Kate Hanneman,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Department of Radiology, University Health Network, University of Toronto, Toronto, Canada

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• Amna Al-Arnawoot,

  Roles Conceptualization, Formal analysis, Supervision, Writing – review & editing

  Affiliation Department of Radiology, University Health Network, University of Toronto, Toronto, Canada

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• Alif Munim,

  Roles Formal analysis, Visualization, Writing – review & editing

  Affiliation Vector Institute, Toronto, Canada

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• Harry Rakowski,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Division of Cardiology, Peter Munk Cardiac Center, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Canada

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• Martin S. Maron,

  Roles Data curation, Supervision, Writing – review & editing

  Affiliation Division of Cardiology, Tufts Medical Center, Boston, United States of America

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• Anna Woo,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Division of Cardiology, Peter Munk Cardiac Center, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Canada

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• Bo Wang ,

  Roles Conceptualization, Methodology, Supervision, Writing – review & editing

  ¶‡ BW and WT also contributed equally to this work.

  Affiliations Division of Cardiology, Peter Munk Cardiac Center, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Canada, Department of Computer Science, University of Toronto, Toronto, Canada, Vector Institute, Toronto, Canada, Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada

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• Wendy Tsang

  Roles Conceptualization, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: wendy.tsang@uhn.ca

  ¶‡ BW and WT also contributed equally to this work.

  Affiliation Division of Cardiology, Peter Munk Cardiac Center, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Canada

  https://orcid.org/0000-0003-2356-4805

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