Diagnosis of Polypoidal Choroidal Vasculopathy From Fluorescein Angiography Using Deep Learning.

Journal: Translational vision science & technology
PMID: 35113129

Abstract

PURPOSE: To differentiate polypoidal choroidal vasculopathy (PCV) from choroidal neovascularization (CNV) and to determine the extent of PCV from fluorescein angiography (FA) using attention-based deep learning networks.

Authors

  • Yu-Yeh Tsai
    Department of Computer Science and Information Engineering, National Chung Cheng University, Chiayi Taiwan.
  • Wei-Yang Lin
    Department of Computer Science and Information Engineering, National Chung Cheng University, Chiayi Taiwan.
  • Shih-Jen Chen
    Department of Ophthalmology, Taipei Veterans General Hospital, Taipei, Taiwan.
  • Paisan Ruamviboonsuk
    Rajavithi Hospital, Bangkok, Thailand.
  • Cheng-Ho King
    Department of Computer Science and Information Engineering, National Chung Cheng University, Chiayi Taiwan.
  • Chia-Ling Tsai
    Computer Science Department, Queens College, CUNY, Queens, New York, USA.

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