Nonperfusion area segmentation in three retinal plexuses on wide-field OCT angiography using a deep convolutional neural network

被引:0
|
作者
Guo, Yukun [1 ]
Hormel, Tristan T. [1 ]
Gao, Min [1 ]
You, Qisheng [1 ]
Wang, Jie [1 ]
Flaxel, Christina J. [1 ]
Bailey, Steven [1 ]
Hwang, Thomas S. [1 ]
Jia, Yali [1 ]
机构
[1] Oregon Hlth & Sci Univ, Casey Eye Inst, Portland, OR 97201 USA
基金
美国国家卫生研究院;
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
2163
引用
收藏
页数:4
相关论文
共 50 条
  • [21] Deep Foreground Segmentation using Convolutional Neural Network
    Shahbaz, Ajmal
    Jo, Kang-Hyun
    2019 IEEE 28TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2019, : 1397 - 1400
  • [22] Multiple-Scale Inpainting Convolutional Neural Network for Retinal OCT Image Segmentation
    Kun, Yuan
    Li, Huo
    CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2021, 48 (15):
  • [23] Evaluation of wide-field OCT angiography using Xephilio OCT-S1 for detecting retinal neovascularization in eyes with proliferative diabetic retinopathy
    Hirano, Takao
    Hoshiyama, Ken
    Toriyama, Yuichi
    Murata, Toshinori
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2020, 61 (07)
  • [24] Miniature hand-held OCT probe for wide-field retinal angiography for prematurity and pediatric applications
    Song, Shaozhen
    Xu, Jingjiang
    Li, Yuandong
    Zhang, Qinqin
    Wang, Ruikang K.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2018, 59 (09)
  • [25] RETINAL VESSEL DETECTION IN WIDE-FIELD FLUORESCEIN ANGIOGRAPHY WITH DEEP NEURAL NETWORKS: A NOVEL TRAINING DATA GENERATION APPROACH
    Ding, Li
    Kuriyan, Ajay
    Ramchandran, Rajeev
    Sharma, Gaurav
    2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2018, : 356 - 360
  • [26] Reading Center Evaluation of Retinal Vein Occlusion Using Wide-field Angiography
    Brinton, Eric
    Domalpally, Amitha
    Blodi, Barbara
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2013, 54 (15)
  • [27] Automated Quantification of Nonperfusion in Three Retinal Plexuses Using Projection-Resolved Optical Coherence Tomography Angiography in Diabetic Retinopathy
    Zhang, Miao
    Hwang, Thomas S.
    Dongye, Changlei
    Wilson, David J.
    Huang, David
    Jia, Yali
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2016, 57 (13) : 5101 - 5106
  • [28] Automatic segmentation of retinal layer boundaries in OCT images using multiscale convolutional neural network and graph search
    Hu, Kai
    Shen, Binwei
    Zhang, Yuan
    Cao, Chunhong
    Xiao, Fen
    Gao, Xieping
    NEUROCOMPUTING, 2019, 365 : 302 - 313
  • [29] NU-Net: Deep Residual Wide Field of View Convolutional Neural Network for Semantic Segmentation
    Samy, Mohamed
    Amer, Karim
    Eissa, Kareem
    Shaker, Mahmoud
    ElHelw, Mohamed
    PROCEEDINGS 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW), 2018, : 267 - 271
  • [30] Characterizing collateral vessels in patients with branch retinal vein occlusions using wide-field swept-source OCT angiography
    Rudnick, Noam
    Wang, Jay
    Vingopoulos, Filippos
    Garg, Itika
    Cui, Ying
    Zhu, Ying
    Le, Rongrong
    Katz, Raviv
    Lu, Yifan
    Miller, John
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)