Evaluation of the Pegasus Deep Learning System for identifying Glaucomatous Optic Neuropathy Based on Color Fundus Photographs

被引:0
|
作者
Al-Aswad, Lama [1 ]
Kapoor, Rahul [1 ]
Chu, Chia Kai [1 ]
Walters, Stephen [1 ]
Gong, Dan [1 ]
Garg, Aakriti [1 ]
Gopal, Kalashree [1 ]
Patel, Vipul [1 ]
Trikha, Sameer [2 ,3 ]
Rogers, Thomas [2 ]
Jaccard, Nicolas [2 ]
De Moraes, C. Gustavo [1 ]
Moazami, Golnaz [1 ]
机构
[1] Columbia Univ, Med Ctr, Edward S Harkness Eye Inst, Ophthalmol, New York, NY USA
[2] Visulytix Ltd, London, England
[3] Kings Coll Hosp NHS Fdn Trust, London, England
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
1463
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Evaluation of a Deep Learning System For Identifying Glaucomatous Optic Neuropathy Based on Color Fundus Photographs
    Al-Aswad, Lama A.
    Kapoor, Rahul
    Chu, Chia Kai
    Walters, Stephen
    Gong, Dan
    Garg, Aakriti
    Gopal, Kalashree
    Patel, Vipul
    Sameer, Trikha
    Rogers, Thomas W.
    Nicolas, Jaccard
    De Moraes, Gustavo C.
    Moazami, Golnaz
    [J]. JOURNAL OF GLAUCOMA, 2019, 28 (12) : 1029 - 1034
  • [2] Efficacy of a Deep Learning System for Detecting Glaucomatous Optic Neuropathy Based on Color Fundus Photographs
    Li, Zhixi
    He, Yifan
    Keel, Stuart
    Meng, Wei
    Chang, Robert T.
    He, Mingguang
    [J]. OPHTHALMOLOGY, 2018, 125 (08) : 1199 - 1206
  • [3] Deep learning-based automated detection of glaucomatous optic neuropathy on color fundus photographs
    Feng Li
    Lei Yan
    Yuguang Wang
    Jianxun Shi
    Hua Chen
    Xuedian Zhang
    Minshan Jiang
    Zhizheng Wu
    Kaiqian Zhou
    [J]. Graefe's Archive for Clinical and Experimental Ophthalmology, 2020, 258 : 851 - 867
  • [4] Deep learning-based automated detection of glaucomatous optic neuropathy on color fundus photographs
    Li, Feng
    Yan, Lei
    Wang, Yuguang
    Shi, Jianxun
    Chen, Hua
    Zhang, Xuedian
    Jiang, Minshan
    Wu, Zhizheng
    Zhou, Kaiqian
    [J]. GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2020, 258 (04) : 851 - 867
  • [5] A deep learning system for detecting glaucomatous optic neuropathy and age-related macular degeneration based on color fundus photographs
    He, Mingguang
    Li, Zhixi
    Keel, Stuart
    Chang, Robert
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2018, 59 (09)
  • [6] Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus Photographs
    Christopher, Mark
    Beighith, Akram
    Bowd, Christopher
    Proudfoot, James A.
    Goldbaum, Michael H.
    Weinreb, Robert N.
    Girkin, Christopher A.
    Liebmann, Jeffrey M.
    Zangwill, Linda M.
    [J]. SCIENTIFIC REPORTS, 2018, 8
  • [7] Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus Photographs
    Mark Christopher
    Akram Belghith
    Christopher Bowd
    James A. Proudfoot
    Michael H. Goldbaum
    Robert N. Weinreb
    Christopher A. Girkin
    Jeffrey M. Liebmann
    Linda M. Zangwill
    [J]. Scientific Reports, 8
  • [8] Identifying Peripheral Neuropathy in Colour Fundus Photographs Based on Deep Learning
    Cervera, Diego R.
    Smith, Luke
    Diaz-Santana, Luis
    Kumar, Meenakshi
    Raman, Rajiv
    Sivaprasad, Sobha
    [J]. DIAGNOSTICS, 2021, 11 (11)
  • [9] Detection of Progressive Glaucomatous Optic Nerve Damage on Fundus Photographs with Deep Learning
    Medeiros, Felipe A.
    Jammal, Alessandro A.
    Mariottoni, Eduardo B.
    [J]. OPHTHALMOLOGY, 2021, 128 (03) : 383 - 392
  • [10] Development and validation of a deep learning system to detect glaucomatous optic neuropathy using fundus photographs (vol 87, pg 528, 2019)
    Liu, Hanruo
    Li, Liu
    Wormstone, I. Michael
    Qiao, Chunyan
    Zhang, Chun
    Liu, Ping
    Li, Shuning
    Wang, Huaizhou
    Mou, Dapeng
    Pang, Ruiqi
    Yang, Diya
    Zangwill, Linda M.
    Moghimi, Sasan
    Hou, Huiyuan
    Bowd, Christopher
    Jiang, Lai
    Chen, Yihan
    Hu, Man
    Xu, Yongli
    Kang, Hong
    Ji, Xin
    Chang, Robert
    Tham, Clement
    Cheung, Carol
    Ting, Daniel Shu Wei
    Wong, Tien Yin
    Wang, Zulin
    Weinreb, Robert N.
    Xu, Mai
    Wang, Ningli
    [J]. JAMA OPHTHALMOLOGY, 2019, 137 (12) : 1468 - 1468