Objective cataract detection and grading with deep learning based on OCT densitometry

被引:0
|
作者
Huang, Xiaoqin [1 ]
Mori, Haruhiro [2 ]
Lukmanto, Donny [3 ]
Tran, Thi-Hang [3 ]
Fukuda, Masahiro [4 ,5 ]
Oshika, Tetsuro [2 ]
Yousefi, Siamak [1 ]
Fukuda, Shinichi [2 ,3 ]
Sun, Jian [1 ,6 ]
机构
[1] Univ Tennessee, Hlth Sci Ctr, Ophthalmol, Knoxville, TN 37996 USA
[2] Univ Tsukuba, Inst Clin Med, Ophthalmol, Tsukuba, Ibaraki, Japan
[3] Univ Tsukuba, Fac Med, Dept Adv Vis Sci, Tsukuba, Ibaraki, Japan
[4] Duke NUS Med Sch, Signature Program Neurosci & Behav Disorders, Singapore, Singapore
[5] Kumamoto Univ, Int Res Ctr Med Sci IRCMS, Kumamoto, Japan
[6] German Ctr Neurodegenerat Dis DZNE, Bonn, Germany
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
67
引用
收藏
页数:4
相关论文
共 50 条
  • [11] Mobile Aided System of Deep-Learning Based Cataract Grading from Fundus Images
    Elloumi, Yaroub
    [J]. ARTIFICIAL INTELLIGENCE IN MEDICINE (AIME 2021), 2021, : 355 - 360
  • [12] Deep Learning-Based Automated Detection and Grading of Papilledema From OCT Images: A Promising Approach for Improved Clinical Diagnosis and Management
    Salaheldin, Ahmed M.
    Wahed, Manal Abdel
    Talaat, Manar
    Saleh, Neven
    [J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2024, 34 (04)
  • [13] Automatic Cataract Detection And Grading Using Deep Convolutional Neural Network
    Zhang, Linglin
    Li, Jianqiang
    Zhang, Li
    Han, He
    Liu, Bo
    Yang, Jijiang
    Wang, Qing
    [J]. PROCEEDINGS OF THE 2017 IEEE 14TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC 2017), 2017, : 60 - 65
  • [14] Development and Evaluation of an Objective Cataract Grading Metric
    Morley, Dustin
    Pillai, Ajay
    Olmstead, Richard
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2013, 54 (15)
  • [15] A deep learning based fine-grained classification algorithm for grading of visual impairment in cataract patients
    Jiang, Jiewei
    Zhang, Yi
    Xie, He
    Yang, Jingshi
    Gong, Jiamin
    Li, Zhongwen
    [J]. OPTOELECTRONICS LETTERS, 2024, 20 (01) : 48 - 57
  • [16] A deep learning based fine-grained classification algorithm for grading of visual impairment in cataract patients
    Jiewei Jiang
    Yi Zhang
    He Xie
    Jingshi Yang
    Jiamin Gong
    Zhongwen Li
    [J]. Optoelectronics Letters, 2024, 20 : 48 - 57
  • [17] A deep learning based fine-grained classification algorithm for grading of visual impairment in cataract patients
    JIANG Jiewei
    ZHANG Yi
    XIE He
    YANG Jingshi
    GONG Jiamin
    LI Zhongwen
    [J]. Optoelectronics Letters, 2024, 20 (01) : 48 - 57
  • [18] Deep learning-based automated grading of visual impairment in cataract patients using fundus images
    Jiang, Jiewei
    Zhang, Yi
    Xie, He
    Gong, Jiamin
    Zhu, Shaomin
    Wu, Shanjun
    Li, Zhongwen
    [J]. High Technology Letters, 2023, 29 (04) : 377 - 387
  • [19] Deep learning-based automated grading of visual impairment in cataract patients using fundus images
    蒋杰伟
    ZHANG Yi
    XIE He
    GONG Jiamin
    ZHU Shaomin
    WU Shanjun
    LI Zhongwen
    [J]. High Technology Letters, 2023, 29 (04) : 377 - 387
  • [20] On-line detection research on manufactured sand grading based on deep learning
    Huang, Feizhi
    Fang, Huaiying
    Yang, Jianhong
    Pan, Weijun
    [J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2022, 43 (10): : 165 - 176