Classification of optic disc shape in glaucoma using machine learning based on quantified ocular parameters

• Kazuko Omodaka,

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

  Affiliations Department of Ophthalmology, Graduate School of Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan, Department of Ophthalmic Imaging and Information Analytics, Tohoku University Graduate School of Medicine, Sendai, Japan

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• Guangzhou An,

  Roles Methodology

  Affiliations R&D Division, TOPCON Corporation, Tokyo, Japan, Cloud-Based Eye Disease Diagnosis Joint Research Team, RIKEN, Wako, Japan

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• Satoru Tsuda,

  Roles Data curation, Investigation

  Affiliation Department of Ophthalmology, Graduate School of Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan

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• Yukihiro Shiga,

  Roles Data curation, Investigation

  Affiliation Department of Ophthalmology, Graduate School of Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan

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• Naoko Takada,

  Roles Data curation, Investigation

  Affiliation Department of Ophthalmology, Graduate School of Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan

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• Tsutomu Kikawa,

  Roles Methodology

  Affiliation R&D Division, TOPCON Corporation, Tokyo, Japan

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• Hidetoshi Takahashi,

  Roles Data curation, Investigation

  Affiliation Division of Ophthalmology, Tohoku Medical and Pharmaceutical University, Department of Medicine, Sendai, Japan

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• Hideo Yokota,

  Roles Methodology, Supervision

  Affiliations Cloud-Based Eye Disease Diagnosis Joint Research Team, RIKEN, Wako, Japan, Image Processing Research Team, RIKEN, Wako, Japan

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• Masahiro Akiba,

  Roles Methodology

  Affiliations R&D Division, TOPCON Corporation, Tokyo, Japan, Cloud-Based Eye Disease Diagnosis Joint Research Team, RIKEN, Wako, Japan

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• Toru Nakazawa

  Roles Conceptualization, Funding acquisition, Supervision, Validation, Writing – review & editing

  * E-mail: ntoru@oph.med.tohoku.ac.jp

  Affiliations Department of Ophthalmology, Graduate School of Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan, Department of Ophthalmic Imaging and Information Analytics, Tohoku University Graduate School of Medicine, Sendai, Japan, Image Processing Research Team, RIKEN, Wako, Japan, Department of Retinal Disease Control, Ophthalmology, Tohoku University Graduate School of Medicine, Sendai, Japan, Department of Advanced Ophthalmic Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan

  http://orcid.org/0000-0002-5591-4155

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