Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations

• Steven Hicks ,

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

  * E-mail: steven@simula.no

  Affiliation Department of Holistic Systems, SimulaMet, Oslo, Norway

  https://orcid.org/0000-0002-3332-1201

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• Andrea Storås,

  Roles Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Department of Holistic Systems, SimulaMet, Oslo, Norway, Department of Computer Science, Oslo Metropolitan University, Oslo, Norway

  https://orcid.org/0000-0002-1038-7080

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• Michael A. Riegler,

  Roles Conceptualization, Formal analysis, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Department of Holistic Systems, SimulaMet, Oslo, Norway, Department of Computer Science, UIT The Arctic University of Norway, Tromsø, Norway

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• Cise Midoglu,

  Roles Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Department of Holistic Systems, SimulaMet, Oslo, Norway

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• Malek Hammou,

  Roles Software, Writing – original draft, Writing – review & editing

  Affiliation Department of Holistic Systems, SimulaMet, Oslo, Norway

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• Thomas de Lange,

  Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Medical Department, Sahlgrenska University Hospital-Mölndal, Region Västra Götaland, Mölndal, Sweden, Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden

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• Sravanthi Parasa,

  Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Department of Gastroenterology, Swedish Medical Group, Seattle, WA, United States of America

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• Pål Halvorsen,

  Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Department of Holistic Systems, SimulaMet, Oslo, Norway, Department of Computer Science, Oslo Metropolitan University, Oslo, Norway

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• Inga Strümke

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway

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