Prediction of causative genes in inherited retinal disorder from fundus photography and autofluorescence imaging using deep learning techniques.

Abstract

Authors

• Yu Fujinami-Yokokawa
  Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan.
• Hideki Ninomiya
  Department of Health Policy and Management, School of Medicine, Keio University, Tokyo, Japan.
• Xiao Liu
• Lizhu Yang
  Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan.
• Nikolas Pontikos
  University College London Institute of Ophthalmology, London, UK n.pontikos@ucl.ac.uk.
• Kazutoshi Yoshitake
  Division of Molecular and Cellular Biology, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan.
• Takeshi Iwata
  Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita, Osaka, 565-0871, Japan.
• Yasunori Sato
  Graduate School of Health Management, Keio University, Tokyo, Japan.
• Takeshi Hashimoto
  Department of Urology, Tokyo Medical University, Tokyo, Japan.
• Kazushige Tsunoda
  Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan.
• Hiroaki Miyata
  Department of Health Policy Management, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
• Kaoru Fujinami
  Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan k.fujinami@ucl.ac.uk.

Keywords

External Resources