Development and Validation of Deep Learning Models for Screening Multiple Abnormal Findings in Retinal Fundus Images.

Journal: Ophthalmology
Published Date:

Abstract

PURPOSE: To develop and evaluate deep learning models that screen multiple abnormal findings in retinal fundus images.

Authors

  • Jaemin Son
    VUNO Inc., Seoul, Korea.
  • Joo Young Shin
    Department of Ophthalmology, Dongguk University Ilsan Hospital, Goyang, Korea.
  • Hoon Dong Kim
    Department of Ophthalmology, College of Medicine, Soonchunhyang University, Cheonan, Korea.
  • Kyu-Hwan Jung
    VUNO Inc., Seoul, Korea.
  • Kyu Hyung Park
    Department of Ophthalmology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea.
  • Sang Jun Park
    Department of Ophthalmology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea.