Detecting Severity of Experimental Autoimmune Uveitis in Mice from Retinal Fundus Photographs using Deep Learning

被引:0
|
作者
Sun, Jian [1 ,2 ]
Huang, Xiaoqin [1 ]
Yousefi, Siamak [1 ,3 ]
机构
[1] Univ Tennessee, Ctr Hlth Sci, Coll Med, Ophthalmol, Memphis, TN 38163 USA
[2] German Ctr Neurodegenerat Dis DZNE, Bonn, Germany
[3] Univ Tennessee, Ctr Hlth Sci, Coll Med, Dept Genet Genom & Informat, Memphis, TN 38163 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
116
引用
收藏
页数:3
相关论文
共 50 条
  • [31] Deep Learning Approach for Stages of Severity Classification in Diabetic Retinopathy Using Color Fundus Retinal Images
    Goel, Silky
    Gupta, Siddharth
    Panwar, Avnish
    Kumar, Sunil
    Verma, Madhushi
    Bourouis, Sami
    Ullah, Mohammad Aman
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [32] 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
  • [33] A Segment based Technique for detecting Exudate from Retinal Fundus image (Detecting Exudate from Retinal Fundus Image using SVM)
    Kumar, Atul
    Gaur, Abhishek Kumar
    Srivastava, Manish
    2ND INTERNATIONAL CONFERENCE ON COMMUNICATION, COMPUTING & SECURITY [ICCCS-2012], 2012, 1 : 1 - 9
  • [34] Deep learning-based classification of retinal vascular diseases using ultra-widefield colour fundus photographs
    Abitbol, Elie
    Miere, Alexandra
    Excoffier, Jean-Baptiste
    Mehanna, Carl-Joe
    Amoroso, Francesca
    Kerr, Samuel
    Ortala, Matthieu
    Souied, Eric H.
    BMJ OPEN OPHTHALMOLOGY, 2022, 7 (01):
  • [35] 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
  • [36] Deep learning for detecting retinal detachment and discerning macular status using ultra-widefield fundus images
    Li, Zhongwen
    Guo, Chong
    Nie, Danyao
    Lin, Duoru
    Zhu, Yi
    Chen, Chuan
    Wu, Xiaohang
    Xu, Fabao
    Jin, Chenjin
    Zhang, Xiayin
    Xiao, Hui
    Zhang, Kai
    Zhao, Lanqin
    Yari, Pisong
    Lai, Weiyi
    Li, Jianyin
    Feng, Weibo
    Li, Yonghao
    Ting, Daniel Shu Wei
    Lin, Haotian
    COMMUNICATIONS BIOLOGY, 2020, 3 (01)
  • [37] Deep learning for detecting retinal detachment and discerning macular status using ultra-widefield fundus images
    Zhongwen Li
    Chong Guo
    Danyao Nie
    Duoru Lin
    Yi Zhu
    Chuan Chen
    Xiaohang Wu
    Fabao Xu
    Chenjin Jin
    Xiayin Zhang
    Hui Xiao
    Kai Zhang
    Lanqin Zhao
    Pisong Yan
    Weiyi Lai
    Jianyin Li
    Weibo Feng
    Yonghao Li
    Daniel Shu Wei Ting
    Haotian Lin
    Communications Biology, 3
  • [38] Predicting retinal thickness from fundus images across modalities using deep learning
    Holmberg, Olle Gottfrid
    Kortuem, Karsten Ulrich
    Koehler, Niklas
    Theis, Fabian
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2019, 60 (09)
  • [39] Digoxin Inhibits Induction of Experimental Autoimmune Uveitis in Mice, but Causes Severe Retinal Degeneration
    Hinshaw, Samuel J. H.
    Ogbeifun, Osato
    Wandu, Wambui S.
    Lyu, Cancan
    Shi, Guangpu
    Li, Yichao
    Qian, Haohua
    Gery, Igal
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2016, 57 (03) : 1441 - 1447
  • [40] Human Versus Machine: Comparing a Deep Learning Algorithm to Human Gradings for Detecting Glaucoma on Fundus Photographs
    Jammal, Alessandro A.
    Thompson, Atalie C.
    Mariottoni, Eduardo B.
    Berchuck, Samuel I.
    Urata, Carla N.
    Estrela, Tais
    Wakil, Susan M.
    Costa, Vital P.
    Medeiros, Felipe A.
    AMERICAN JOURNAL OF OPHTHALMOLOGY, 2020, 211 : 123 - 131