Expert-enhanced machine learning for cardiac arrhythmia classification

• Sebastian Sager ,

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

  * E-mail: sager@ovgu.de

  Affiliations Department of Mathematics, Otto-von-Guericke University, Magdeburg, Germany, Informatics for Life, Heidelberg, Germany

  https://orcid.org/0000-0002-0283-9075

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• Felix Bernhardt,

  Roles Investigation, Software

  Affiliation Department of Mathematics, Otto-von-Guericke University, Magdeburg, Germany

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• Florian Kehrle,

  Roles Conceptualization, Investigation, Methodology, Software, Writing – review & editing

  Affiliations Informatics for Life, Heidelberg, Germany, Department of Internal Medicine III, University Hospital Heidelberg, Heidelberg, Germany

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• Maximilian Merkert,

  Roles Supervision, Writing – review & editing

  Affiliation Institute of Optimization, Technical University Braunschweig, Braunschweig, Germany

  https://orcid.org/0000-0002-7838-445X

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• Andreas Potschka,

  Roles Supervision, Writing – review & editing

  Affiliation Institute of Mathematics, Clausthal University of Technology, Clausthal-Zellerfeld, Germany

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• Benjamin Meder,

  Roles Writing – review & editing

  Affiliations Informatics for Life, Heidelberg, Germany, Department of Internal Medicine III, University Hospital Heidelberg, Heidelberg, Germany

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• Hugo Katus,

  Roles Writing – review & editing

  Affiliations Informatics for Life, Heidelberg, Germany, Department of Internal Medicine III, University Hospital Heidelberg, Heidelberg, Germany, German Centre for Cardiovascular Research, Heidelberg, Germany

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• Eberhard Scholz

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Validation, Writing – review & editing

  Affiliations Informatics for Life, Heidelberg, Germany, GRN Gesundheitszentren Rhein-Neckar gGmbH, Schwetzingen, Germany

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