Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network

• Yufeng Zhang ,

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

  * E-mail: chloezh@umich.edu

  Affiliation Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0003-3293-4759

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• Keith D. Aaronson,

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Internal Medicine, Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, Michigan, United States of America

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• Jonathan Gryak,

  Roles Data curation, Project administration, Resources, Software

  Affiliation Department of Computer Science, Queens College, City University of New York, New York, New York, United States of America

  https://orcid.org/0000-0002-5125-7741

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• Emily Wittrup,

  Roles Project administration, Supervision, Writing – review & editing

  Affiliation Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0002-5314-5903

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• Cristian Minoccheri,

  Roles Project administration

  Affiliation Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

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• Jessica R. Golbus,

  Roles Conceptualization, Funding acquisition, Investigation, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Internal Medicine, Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, Michigan, United States of America

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• Kayvan Najarian

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Resources, Supervision

  Affiliations Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America, Michigan Institute for Data Science, University of Michigan, Ann Arbor, Michigan, United States of America, Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, Michigan, United States of America, Department of Emergency Medicine, University of Michigan, Ann Arbor, Michigan, United States of America

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