Deep learning-based fully automated grading system for dry eye disease severity

• Seonghwan Kim ,

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

  ¶‡ SK and DP have contributed equally to this article as first authors.

  Affiliations Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea, Department of Ophthalmology, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Korea, Laboratory of Ocular Regenerative Medicine and Immunology, Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea

  https://orcid.org/0000-0001-5622-2559

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• Daseul Park ,

  Roles Data curation, Formal analysis, Investigation, Validation, Visualization, Writing – original draft

  ¶‡ SK and DP have contributed equally to this article as first authors.

  Affiliations Department of Transdisciplinary Medicine, Seoul National University Hospital, Seoul, Korea, Interdisciplinary Program in Bioengineering, Graduate School, Seoul National University, Seoul, Korea

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• Youmin Shin,

  Roles Data curation, Formal analysis, Writing – original draft

  Affiliations Department of Transdisciplinary Medicine, Seoul National University Hospital, Seoul, Korea, Interdisciplinary Program in Bioengineering, Graduate School, Seoul National University, Seoul, Korea

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• Mee Kum Kim,

  Roles Data curation, Validation, Writing – review & editing

  Affiliations Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea, Laboratory of Ocular Regenerative Medicine and Immunology, Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea, Department of Ophthalmology, Seoul National University Hospital, Seoul, Korea

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• Hyun Sun Jeon,

  Roles Data curation

  Affiliations Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea, Department of Ophthalmology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, Korea

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• Young-Gon Kim ,

  Roles Conceptualization, Data curation, Supervision, Writing – review & editing

  * E-mail: ifree7@gmail.com (CHY); younggon2.kim@gmail.com (YGK)

  Affiliation Department of Transdisciplinary Medicine, Seoul National University Hospital, Seoul, Korea

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• Chang Ho Yoon

  Roles Conceptualization, Investigation, Supervision, Validation, Writing – review & editing

  * E-mail: ifree7@gmail.com (CHY); younggon2.kim@gmail.com (YGK)

  Affiliations Department of Ophthalmology, Seoul National University College of Medicine, Seoul, Korea, Laboratory of Ocular Regenerative Medicine and Immunology, Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea, Department of Ophthalmology, Seoul National University Hospital, Seoul, Korea

  https://orcid.org/0000-0003-2203-5709

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