Enhancing automated strabismus classification with limited data: Data augmentation using StyleGAN2-ADA

• Jaehan Joo ,

  Contributed equally to this work with: Jaehan Joo, Sang Yoon Kim

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

  Affiliation Department of Electronics Engineering, Pusan National University, Busan, Republic of Korea

  https://orcid.org/0009-0009-5271-8982

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• Sang Yoon Kim ,

  Contributed equally to this work with: Jaehan Joo, Sang Yoon Kim

  Roles Data curation, Methodology, Validation

  Affiliation Department of Ophthalmology, Pusan National University School of Medicine and Research Institute for Convergence of Biomedical Science and Technology Pusan National University Yangsan Hospital, Yangsan, Republic of Korea

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• Donghwan Kim,

  Roles Conceptualization, Methodology, Software

  Affiliation Department of Electronics Engineering, Pusan National University, Busan, Republic of Korea

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• Ji-Eun Lee,

  Roles Data curation, Validation

  Affiliation Department of Ophthalmology, Pusan National University School of Medicine and Research Institute for Convergence of Biomedical Science and Technology Pusan National University Yangsan Hospital, Yangsan, Republic of Korea

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• Seung Min Lee,

  Roles Data curation, Validation

  Affiliation Department of Ophthalmology, Pusan National University School of Medicine and Research Institute for Convergence of Biomedical Science and Technology Pusan National University Yangsan Hospital, Yangsan, Republic of Korea

  https://orcid.org/0000-0002-6213-3250

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• Su Youn Suh,

  Roles Data curation, Validation

  Affiliation Department of Ophthalmology, Pusan National University School of Medicine and Research Institute for Convergence of Biomedical Science and Technology Pusan National University Yangsan Hospital, Yangsan, Republic of Korea

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• Su-Jin Kim ,

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

  * E-mail: pearlksj@gmail.com (SJK), sckim@pusan.ac.kr (SCK)

  Affiliation Department of Ophthalmology, Pusan National University School of Medicine and Research Institute for Convergence of Biomedical Science and Technology Pusan National University Yangsan Hospital, Yangsan, Republic of Korea

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• Suk Chan Kim

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

  * E-mail: pearlksj@gmail.com (SJK), sckim@pusan.ac.kr (SCK)

  Affiliation Department of Electronics Engineering, Pusan National University, Busan, Republic of Korea

  https://orcid.org/0000-0002-5699-8565

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