Beyond high hopes: A scoping review of the 2019–2021 scientific discourse on machine learning in medical imaging

• Vasileios Nittas,

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

  Affiliations Health Ethics and Policy Lab, Department of Health Sciences and Technology, Swiss Federal Institute of Technology (ETH Zurich), Zurich, Switzerland, Epidemiology, Biostatistics and Prevention Institute, Faculty of Medicine, Faculty of Science, University of Zurich, Zurich, Switzerland

  https://orcid.org/0000-0002-6685-8275

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• Paola Daniore,

  Roles Data curation, Writing – review & editing

  Affiliations Institute for Implementation Science in Health Care, Faculty of Medicine, University of Zurich, Switzerland, Digital Society Initiative, University of Zurich, Switzerland

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• Constantin Landers,

  Roles Data curation, Writing – review & editing

  Affiliation Health Ethics and Policy Lab, Department of Health Sciences and Technology, Swiss Federal Institute of Technology (ETH Zurich), Zurich, Switzerland

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• Felix Gille,

  Roles Data curation, Validation, Writing – review & editing

  Affiliations Institute for Implementation Science in Health Care, Faculty of Medicine, University of Zurich, Switzerland, Digital Society Initiative, University of Zurich, Switzerland

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• Julia Amann,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Health Ethics and Policy Lab, Department of Health Sciences and Technology, Swiss Federal Institute of Technology (ETH Zurich), Zurich, Switzerland

  https://orcid.org/0000-0003-2155-5286

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• Shannon Hubbs,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Health Ethics and Policy Lab, Department of Health Sciences and Technology, Swiss Federal Institute of Technology (ETH Zurich), Zurich, Switzerland

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• Milo Alan Puhan,

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

  Affiliation Epidemiology, Biostatistics and Prevention Institute, Faculty of Medicine, Faculty of Science, University of Zurich, Zurich, Switzerland

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• Effy Vayena,

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

  Affiliation Health Ethics and Policy Lab, Department of Health Sciences and Technology, Swiss Federal Institute of Technology (ETH Zurich), Zurich, Switzerland

  https://orcid.org/0000-0003-1303-5467

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• Alessandro Blasimme

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

  * E-mail: alessandro.blasimme@hest.ethz.ch

  Affiliation Health Ethics and Policy Lab, Department of Health Sciences and Technology, Swiss Federal Institute of Technology (ETH Zurich), Zurich, Switzerland

  https://orcid.org/0000-0001-5908-2002

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