Development and evaluation of AI model with deep learning for segmentation of extraocular muscles in thyroid eye disease

• Yusuke Haruna ,

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

  * E-mail: mizuki1979feb@yahoo.co.jp

  Affiliation Department of Ophthalmology and Visual Sciences, Graduate School of Medicine, Osaka Metropolitan University, Abeno-ku, Osaka-shi, Osaka-fu, Japan

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• Mizuki Tagami,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Writing – review & editing

  Affiliation Department of Ophthalmology and Visual Sciences, Graduate School of Medicine, Osaka Metropolitan University, Abeno-ku, Osaka-shi, Osaka-fu, Japan

  https://orcid.org/0000-0002-8771-7252

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• Ryo Kurosaki,

  Roles Investigation

  Affiliation Department of Medical Device Engineering, Graduate School of Medicine, Kobe University, Chuo-ku, Kobe-shi, Hyogo Prefecture, Japan

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• Mizuho Nishio,

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

  Affiliations Department of Medical Device Engineering, Graduate School of Medicine, Kobe University, Chuo-ku, Kobe-shi, Hyogo Prefecture, Japan, Departments of Radiology, Graduate School of Medicine, Kobe University, Chuo-ku, Kobe-shi, Hyogo Prefecture, Japan

  https://orcid.org/0000-0002-6037-2338

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• Gen Kinari,

  Roles Investigation

  Affiliation Department of Ophthalmology and Visual Sciences, Graduate School of Medicine, Osaka Metropolitan University, Abeno-ku, Osaka-shi, Osaka-fu, Japan

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• Mami Tomita,

  Roles Investigation

  Affiliation Department of Ophthalmology and Visual Sciences, Graduate School of Medicine, Osaka Metropolitan University, Abeno-ku, Osaka-shi, Osaka-fu, Japan

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• Norihiko Misawa,

  Roles Investigation, Supervision

  Affiliations Department of Ophthalmology and Visual Sciences, Graduate School of Medicine, Osaka Metropolitan University, Abeno-ku, Osaka-shi, Osaka-fu, Japan, Department of Ophthalmology & Visual Sciences, Washington University School of Medicine, St. Louis, Missouri, United States of America

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• Yoshihiro Muragaki,

  Roles Supervision, Writing – review & editing

  Affiliation Department of Medical Device Engineering, Graduate School of Medicine, Kobe University, Chuo-ku, Kobe-shi, Hyogo Prefecture, Japan

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• Shigeru Honda

  Roles Supervision, Writing – review & editing

  Affiliation Department of Ophthalmology and Visual Sciences, Graduate School of Medicine, Osaka Metropolitan University, Abeno-ku, Osaka-shi, Osaka-fu, Japan

  https://orcid.org/0000-0002-0632-997X

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