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

Authors

  • Yu Fujinami-Yokokawa Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, JapanDepartment of Health Policy and Management, School of Medicine, Keio University, Tokyo, JapanUCL Institute of Ophthalmology, UCL, London, UKGraduate School of Health Management, Keio University, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Hideki Ninomiya Department of Health Policy and Management, School of Medicine, Keio University, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Xiao Liu Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Lizhu Yang Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Nikolas Pontikos Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, JapanUCL Institute of Ophthalmology, UCL, London, UKDivision of Inherited Eye Disease, Medical Retina, Moorfields Eye Hostpial, London, UK PubMed articlesGoogle scholar articles
  • Kazutoshi Yoshitake Division of Molecular and Cellular Biology, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Takeshi Iwata Division of Molecular and Cellular Biology, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Yasunori Sato Graduate School of Health Management, Keio University, Tokyo, JapanDepartment of Preventive Medicine and Public Health, Keio University School of Medicine, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Takeshi Hashimoto Graduate School of Health Management, Keio University, Tokyo, JapanSports Medicine Research Center, Keio University, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Kazushige Tsunoda Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Hiroaki Miyata Department of Health Policy and Management, School of Medicine, Keio University, Tokyo, JapanGraduate School of Health Management, Keio University, Tokyo, Japan PubMed articlesGoogle scholar articles
  • Kaoru Fujinami Laboratory of Visual Physiology, Division of Vision Research, National Institute of Sensory Organs, National Hospital Organization Tokyo Medical Center, Tokyo, JapanUCL Institute of Ophthalmology, UCL, London, UKDivision of Inherited Eye Disease, Medical Retina, Moorfields Eye Hostpial, London, UK PubMed articlesGoogle scholar articles
  • The Japan Eye Genetics Study (JEGC) Group
    Google scholar articles
  1. Correspondence to Dr Kaoru Fujinami, Laboratory of Visual Physiology/Ophthalmic Genetics, Tokyo Iryo Center, Meguro-ku, Tokyo, Japan; k.fujinami{at}ucl.ac.uk
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Citation

Fujinami-Yokokawa Y, Ninomiya H, Liu X The Japan Eye Genetics Study (JEGC) Group, et al
Prediction of causative genes in inherited retinal disorder from fundus photography and autofluorescence imaging using deep learning techniques

Publication history

  • Received December 1, 2020
  • Revised March 12, 2021
  • Accepted March 28, 2021
  • First published April 20, 2021.

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