Precise phenotyping method using image data for carcass marbling score in Hanwoo cattle

• Wang Yeol Lee ,

  Contributed equally to this work with: Wang Yeol Lee, Phuong Thanh N. Dinh

  Roles Formal analysis, Writing – review & editing

  Affiliation Korea Institute for Animal Products Quality Evaluation, Sejong, Republic of Korea

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• Phuong Thanh N. Dinh ,

  Contributed equally to this work with: Wang Yeol Lee, Phuong Thanh N. Dinh

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Department of Bio-AI Convergence, Chungnam National University, Daejeon, Republic of Korea

  https://orcid.org/0000-0002-3057-0210

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• Yoonji Chung,

  Roles Data curation, Methodology

  Affiliation Division of Animal & Dairy Science, Chungnam National University, Daejeon, Republic of Korea

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• Hyo-Jun Lee,

  Roles Methodology

  Affiliation Department of Bio-AI Convergence, Chungnam National University, Daejeon, Republic of Korea

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• Yeong Jun Koh,

  Roles Writing – review & editing

  Affiliation Department of Bio-AI Convergence, Chungnam National University, Daejeon, Republic of Korea

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• Hyun Joo Kim,

  Roles Methodology

  Affiliation Hanwoo Research Institute, National Institute of Animal Science, Pyeongchang, Republic of Korea

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• Shil Jin,

  Roles Methodology

  Affiliation Hanwoo Research Institute, National Institute of Animal Science, Pyeongchang, Republic of Korea

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• Jaeho Lee,

  Roles Data curation, Formal analysis

  Affiliation Department of Bio-AI Convergence, Chungnam National University, Daejeon, Republic of Korea

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• Jun Heon Lee,

  Roles Writing – review & editing

  Affiliation Division of Animal & Dairy Science, Chungnam National University, Daejeon, Republic of Korea

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• Ki Yong Chung,

  Roles Data curation

  Affiliation Department of Beef Science, Korea National College of Agriculture and Fisheries, Jeonju, Republic of Korea

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• Seung Hwan Lee ,

  Roles Conceptualization, Project administration, Writing – original draft, Writing – review & editing

  * E-mail: slee46@cnu.ac.kr (SHL); hygkim@insilicogen.com (HYK)

  Affiliation Division of Animal & Dairy Science, Chungnam National University, Daejeon, Republic of Korea

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• Hyung-Yong Kim

  Roles Conceptualization, Data curation, Methodology, Project administration

  * E-mail: slee46@cnu.ac.kr (SHL); hygkim@insilicogen.com (HYK)

  Affiliation Insilicogen, Inc., Yongin, Republic of Korea

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