Development of a multi-task learning framework with gradnorm for precise wound tissue analysis

• Hyunyoung Kang ,

  Contributed equally to this work with: Hyunyoung Kang, Byungho Oh

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

  Affiliation Department of Medical Informatics and Biostatistics, Yonsei University Wonju College of Medicine, Wonju, Korea

  https://orcid.org/0009-0004-2841-5416

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• Byungho Oh ,

  Contributed equally to this work with: Hyunyoung Kang, Byungho Oh

  Roles Conceptualization, Formal analysis, Validation, Writing – original draft, Writing – review & editing

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

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• Solam Lee,

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

  Affiliation Department of Dermatology, Yonsei University Wonju College of Medicine, Wonju, Korea

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• YuSung Chu,

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

  Affiliation Department of Precision Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea

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• Jiye Kim ,

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

  * E-mail: gen80@yonsei.ac.kr (JK); syang@yonsei.ac.kr (SY)

  Affiliation Department of Plastic and Reconstructive Surgery, Yonsei University Wonju College of Medicine, Wonju, Korea

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• Sejung Yang

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

  * E-mail: gen80@yonsei.ac.kr (JK); syang@yonsei.ac.kr (SY)

  Affiliations Department of Medical Informatics and Biostatistics, Yonsei University Wonju College of Medicine, Wonju, Korea, Department of Precision Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea

  https://orcid.org/0000-0002-5841-851X

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