Assessment of deep neural networks for the diagnosis of benign and malignant skin neoplasms in comparison with dermatologists: A retrospective validation study

• Seung Seog Han ,

  Contributed equally to this work with: Seung Seog Han, Ik Jun Moon

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

  Affiliation Department of Dermatology, I Dermatology Clinic, Seoul, Korea

  https://orcid.org/0000-0002-0500-3628

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• Ik Jun Moon ,

  Contributed equally to this work with: Seung Seog Han, Ik Jun Moon

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

  Affiliation Department of Dermatology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea

  https://orcid.org/0000-0002-1123-4166

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• Seong Hwan Kim,

  Roles Conceptualization, Data curation, Investigation, Methodology, Resources

  Affiliation Department of Plastic and Reconstructive Surgery, Kangnam Sacred Hospital, Hallym University College of Medicine, Seoul, Korea

  https://orcid.org/0000-0001-6831-5621

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• Jung-Im Na,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Writing – review & editing

  Affiliation Department of Dermatology, Seoul National University Bundang Hospital, Seongnam, Korea

  https://orcid.org/0000-0002-5717-2490

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• Myoung Shin Kim,

  Roles Conceptualization, Data curation, Investigation, Resources

  Affiliation Department of Dermatology, Sanggye Paik Hospital, Inje University College of Medicine, Seoul, Korea

  https://orcid.org/0000-0002-0660-8098

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• Gyeong Hun Park,

  Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Validation

  Affiliation Department of Dermatology, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea

  https://orcid.org/0000-0001-8890-8678

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• Ilwoo Park,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Department of Radiology, Chonnam National University Medical School and Hospital, Gwangju, Korea

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• Keewon Kim,

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

  Affiliation Department of Rehabilitation Medicine, Seoul National University College of Medicine, Seoul, Korea

  https://orcid.org/0000-0001-6597-578X

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• Woohyung Lim,

  Roles Conceptualization, Methodology, Software

  Affiliation LG Sciencepark, Seoul, Korea

  https://orcid.org/0000-0003-0525-9065

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• Ju Hee Lee ,

  Roles Data curation, Project administration, Resources, Supervision

  * E-mail: juhee@yuhs.ac (JHL); csesnumd@gmail.com (SEC)

  Affiliation Department of Dermatology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea

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• Sung Eun Chang

  Roles Conceptualization, Data curation, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: juhee@yuhs.ac (JHL); csesnumd@gmail.com (SEC)

  Affiliation Department of Dermatology, Asan Medical Center, Ulsan University College of Medicine, Seoul, Korea

  https://orcid.org/0000-0003-4225-0414

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