Using Deep Learning and Transfer Learning to Accurately Diagnose Early-Onset Glaucoma From Macular Optical Coherence Tomography Images.

Abstract

Authors

• Ryo Asaoka
  Department of Ophthalmology, The University of Tokyo, Tokyo, Japan.
• Hiroshi Murata
  Department of Ophthalmology, The University of Tokyo, Tokyo, Japan.
• Kazunori Hirasawa
  Moorfields Eye Hospital National Health Service Foundation Trust and University College London, Institute of Ophthalmology, London, United Kingdom; Department of Ophthalmology, School of Medicine, Kitasato University, Kanagawa, Japan.
• Yuri Fujino
  Department of Ophthalmology, The University of Tokyo, Tokyo, Japan.
• Masato Matsuura
  Department of Ophthalmology, The University of Tokyo, Tokyo, Japan; Moorfields Eye Hospital National Health Service Foundation Trust and University College London, Institute of Ophthalmology, London, United Kingdom.
• Atsuya Miki
  Department of Ophthalmology, Osaka University Graduate School of Medicine, Osaka, Japan.
• Takashi Kanamoto
  Department of Ophthalmology, Hiroshima Memorial Hospital, Hiroshima, Japan.
• Yoko Ikeda
  Department of Ophthalmology, Kyoto Prefectural University of Medicine, Kyoto, Japan; Oike Ikeda Eye Clinic, Kyoto, Japan.
• Kazuhiko Mori
  Medicinal Safety Research Laboratories, Daiichi Sankyo Co., Ltd., 1-16-13 Kitakasai, Edogawa-ku, Tokyo, 134-8630, Japan.
• Aiko Iwase
  Tajimi Iwase Eye Clinic, Tajimi, Japan.
• Nobuyuki Shoji
  Department of Ophthalmology, School of Medicine, Kitasato University, Kanagawa, Japan.
• Kenji Inoue
  Inouye Eye Hospital, Tokyo, Japan.
• Junkichi Yamagami
  JR Tokyo General Hospital, Tokyo, Japan.
• Makoto Araie
  Kanto Central Hospital of the Mutual Aid Association of Public School Teachers, Tokyo, Japan.

Keywords

External Resources