Detecting Cataract from Color Fundus Photographs Using Explainable Deep Learning

被引:0
|
作者
Elsawy, Amr [1 ]
Keenan, Tiarnan D. L. [2 ]
Chen, Qingyu [1 ]
Thavikulwat, Alisa T. [2 ]
Bhandari, Sanjeeb [2 ]
Chew, Emily Y. [2 ]
Lu, Zhiyong [1 ]
机构
[1] Natl Lib Med, Natl Ctr Biotechnol Informat, Bethesda, MD USA
[2] NEI, Div Epidemiol & Clin Applicat, Bethesda, MD USA
关键词
D O I
暂无
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
217
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions
    Fan, Rui
    Alipour, Kamran
    Bowd, Christopher
    Christopher, Mark
    Brye, Nicole
    Proudfoot, James A.
    Goldbaum, Michael H.
    Belghith, Akram
    Girkin, Christopher A.
    Fazio, Massimo A.
    Liebmann, Jeffrey M.
    Weinreb, Robert N.
    Pazzani, Michael
    Kriegman, David
    Zangwill, Linda M.
    OPHTHALMOLOGY SCIENCE, 2023, 3 (01):
  • [2] Finding Glaucoma in Color Fundus Photographs Using Deep Learning
    Bojikian, Karine D.
    Lee, Cecilia S.
    Lee, Aaron Y.
    JAMA OPHTHALMOLOGY, 2019, 137 (12) : 1361 - 1362
  • [3] Detecting multiple retina diseases from fundus photographs using probabilistic deep learning model
    Huang, Xiaoqin
    Sun, Jian
    Kazami, Ehsan
    Yousefi, Siamak
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2023, 64 (09)
  • [4] Detecting pre-perimetric and perimetic glaucoma from fundus photographs using deep learning
    Yousefi, Siamak
    Thakur, Anshul
    Goldbaum, Michael
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2020, 61 (09)
  • [5] Efficacy of a Deep Learning System for Detecting Glaucomatous Optic Neuropathy Based on Color Fundus Photographs
    Hood, Donald C.
    De Moraes, Carlos Gustavo
    OPHTHALMOLOGY, 2018, 125 (08) : 1207 - 1208
  • [6] Detection of Optic Disc Abnormalities in Color Fundus Photographs Using Deep Learning
    Liu, T. Y. Alvin
    Wei, Jinchi
    Zhu, Hongxi
    Subramanian, Prem S.
    Myung, David
    Yi, Paul H.
    Hui, Ferdinand K.
    Unberath, Mathias
    Ting, Daniel S. W.
    Miller, Neil R.
    JOURNAL OF NEURO-OPHTHALMOLOGY, 2021, 41 (03) : 368 - 374
  • [7] Detecting Glaucoma From Retinal Fundus Photographs Based on Deep Learning Models
    Islam, Md Rafiqul
    Sakib, Md Kowsar Hossain
    Kazemi, Ehsan
    Yousefi, Siamak
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2022, 63 (07)
  • [8] Deep-learning estimation of choroidal thickness from color fundus photographs
    Tampo, Hironobu
    Takahashi, Hidenori
    Yanagi, Yasuo
    Sakamoto, Shin-ichi
    Inoda, Satoru
    Kawashima, Hidetoshi
    Inoue, Yuji
    Arai, Yusuke
    Takahashi, Ryota
    Soeta, Megumi
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2017, 58 (08)
  • [9] Detecting Severity of Experimental Autoimmune Uveitis in Mice from Retinal Fundus Photographs using Deep Learning
    Sun, Jian
    Huang, Xiaoqin
    Yousefi, Siamak
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
  • [10] Using Deep Learning Models to Characterize Major Retinal Features on Color Fundus Photographs
    Lee, Cecilia S.
    Yanagihara, Ryan T.
    Lee, Aaron Y.
    OPHTHALMOLOGY, 2020, 127 (01) : 95 - 96