Estimation of Visual Function Using Deep Learning From Ultra-Widefield Fundus Images of Eyes With Retinitis Pigmentosa.

Journal: JAMA ophthalmology
PMID:

Abstract

IMPORTANCE: There is no widespread effective treatment to halt the progression of retinitis pigmentosa. Consequently, adequate assessment and estimation of residual visual function are important clinically.

Authors

  • Daisuke Nagasato
    Department of Ophthalmology, Tsukazaki Hospital, 68-1 Waku, Aboshi-ku, Himeji, 671-1227, Japan.
  • Takahiro Sogawa
    Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.
  • Mao Tanabe
    Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.
  • Hitoshi Tabuchi
    Department of Ophthalmology, Tsukazaki Hospital, Himeji, Japan.
  • Shogo Numa
    Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, Kyoto, Japan.
  • Akio Oishi
    Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, 54 Shogoin, Kawahara, Sakyo, Kyoto, 606-8507, Japan.
  • Hanako Ohashi Ikeda
    Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, Kyoto, Japan.
  • Akitaka Tsujikawa
    Department of Ophthalmology and Visual Sciences, Kyoto University Graduate School of Medicine, 54 Shogoin, Kawahara, Sakyo, Kyoto, 606-8507, Japan.
  • Tadao Maeda
    Research Center, Kobe City Eye Hospital, Kobe, Japan.
  • Masayo Takahashi
  • Nana Ito
    Department of Ophthalmology and Visual Science, Chiba University Graduate School of Medicine, Chiba, Japan.
  • Gen Miura
    Department of Ophthalmology and Visual Science, Chiba University Graduate School of Medicine, Chiba, Japan.
  • Terumi Shinohara
    Department of Ophthalmology, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan.
  • Mariko Egawa
    Department of Ophthalmology, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan.
  • Yoshinori Mitamura
    Department of Ophthalmology, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan.