Automated multi-class classification for prediction of tympanic membrane changes with deep learning models

• Yeonjoo Choi ,

  Roles Data curation, Investigation, Project administration, Resources, Writing – original draft

  ¶‡ These authors contributed equally to this work and share first authorship on this work.

  Affiliation Department of Otorhinolaryngology-Head and Neck Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea

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• Jihye Chae ,

  Roles Formal analysis, Methodology, Software, Writing – original draft

  ¶‡ These authors contributed equally to this work and share first authorship on this work.

  Affiliation Departments of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea

  https://orcid.org/0000-0002-2319-1255

  ⨯
• Keunwoo Park,

  Roles Formal analysis, Methodology, Resources, Software, Visualization

  Affiliation Departments of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea

  https://orcid.org/0000-0002-1098-9081

  ⨯
• Jaehee Hur,

  Roles Data curation, Formal analysis, Resources, Software

  Affiliation Departments of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea

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• Jihoon Kweon ,

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

  * E-mail: meniere@amc.seoul.kr (JHA); kjihoon2@naver.com (JK)

  Affiliation Departments of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea

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• Joong Ho Ahn

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

  * E-mail: meniere@amc.seoul.kr (JHA); kjihoon2@naver.com (JK)

  Affiliation Department of Otorhinolaryngology-Head and Neck Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea

  https://orcid.org/0000-0001-6726-8894

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