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
来源：
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE | 2021年 / 62卷 / 11期
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
  • [41] Deep learning-based automated mitosis detection in histopathology images for breast cancer grading
    Mathew, Tojo
    Ajith, B.
    Kini, Jyoti R.
    Rajan, Jeny
    [J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2022, 32 (04) : 1192 - 1208
  • [42] Lower-extremity fatigue fracture detection and grading based on deep learning models of radiographs
    Yanping Wang
    Yuexiang Li
    Guang Lin
    Qirui Zhang
    Jing Zhong
    Yan Zhang
    Kai Ma
    Yefeng Zheng
    Guangming Lu
    Zhiqiang Zhang
    [J]. European Radiology, 2023, 33 : 555 - 565
  • [43] Lower-extremity fatigue fracture detection and grading based on deep learning models of radiographs
    Wang, Yanping
    Li, Yuexiang
    Lin, Guang
    Zhang, Qirui
    Zhong, Jing
    Zhang, Yan
    Ma, Kai
    Zheng, Yefeng
    Lu, Guangming
    Zhang, Zhiqiang
    [J]. EUROPEAN RADIOLOGY, 2023, 33 (01) : 555 - 565
  • [44] A Comprehensive Review of Diabetic Retinopathy Detection and Grading Based on Deep Learning and Metaheuristic Optimization Techniques
    A. Mary Dayana
    W. R. Sam Emmanuel
    [J]. Archives of Computational Methods in Engineering, 2023, 30 : 4565 - 4599
  • [45] A Comprehensive Review of Diabetic Retinopathy Detection and Grading Based on Deep Learning and Metaheuristic Optimization Techniques
    Dayana, A. Mary
    Emmanuel, W. R. Sam
    [J]. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2023, 30 (07) : 4565 - 4599
  • [46] Classification of Cataract Fundus Image Based on Deep Learning
    Dong, Yanyan
    Zhang, Qinyan
    Qiao, Zhiqiang
    Yang, Ji-Jiang
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON IMAGING SYSTEMS AND TECHNIQUES (IST), 2017, : 127 - 131
  • [47] Automatic segmentation and quantification of OCT images before and after cataract surgery using deep learning
    Ruiz-Calvo, Andres
    Ansah, Derick
    Celik, Ugur
    MacRae, Scott
    Marcos, Susana
    Martinez-Enriquez, Eduardo
    [J]. APPLIED OPTICS, 2024, 63 (20) : 5376 - 5386
  • [48] Cataract detection based on ocular B-ultrasound images by collaborative monitoring deep learning
    Wang, Yong
    Tang, Chenwei
    Wang, Jian
    Sang, Yongsheng
    Lv, Jiancheng
    [J]. KNOWLEDGE-BASED SYSTEMS, 2021, 231
  • [49] Multi-objective detection of complex background radar image based on deep learning
    Zhou, Long
    Wei, Suyuan
    Cui, Zhongma
    Fang, Jiaqi
    Yang, Xiaoting
    Yang, Long
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 41 (06): : 1258 - 1264
  • [50] Robust Fovea Detection in Retinal OCT Imaging Using Deep Learning
    Schurer-Waldheim, Simon
    Seebock, Philipp
    Bogunovic, Hrvoje
    Gerendas, Bianca S.
    Schmidt-Erfurth, Ursula
    [J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 26 (08) : 3927 - 3937
12345