The Impact of Deep Learning Architecture on Fluid Segmentation and Classification on SD-OCT

被引:0
|
作者
Sterben, Sydney [1 ]
Whitney, Jon [1 ]
Sevgi, Duriye Damla [1 ]
Bell, Jordan M. [1 ]
Hach, Jenna [1 ]
Srivastava, Sunil K. [1 ]
Reese, Jamie [1 ]
Ehlers, Justis P. [1 ]
机构
[1] Cleveland Clin, Cole Eye Inst, Cleveland, OH 44106 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
2127
引用
收藏
页数:3
相关论文
共 50 条
  • [41] Retinal layer thickness measurement using automated retinal segmentation with SD-OCT
    Soubrane, Gisele
    Aknin, Isabelle
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2015, 56 (07)
  • [42] Performance evaluation of multi-retinal layer segmentation using SD-OCT
    Luo, Ting
    Bagherinia, Homayoun
    Fard, Ali
    Anderson, Jason
    Huang, Yijun
    Makedonsky, Katherine
    Durbin, Mary K.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2019, 60 (09)
  • [43] Validation of Segmentability Index for Automated Prediction of Segmentation Reliability in SD-OCT Scans
    Lee, Kyungmoo
    Buitendijk, Gabrielle H. S.
    Bogunovic, Hrvoje
    Springelkamp, Henriet
    Hofman, Albert
    Wahle, Andreas
    Sonka, Milan
    Vingerling, Johannes R.
    Klaver, Caroline C. W.
    Abramoff, Michael David
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2015, 56 (07)
  • [44] Geographic Atrophy Segmentation for SD-OCT Images by MFO Algorithm and Affinity Diffusion
    Huang, Yubo
    Ji, Zexuan
    Chen, Qiang
    Niu, Sijie
    INTELLIGENCE SCIENCE AND BIG DATA ENGINEERING, ISCIDE 2017, 2017, 10559 : 473 - 484
  • [45] A Deep Ensemble Learning-Based CNN Architecture for Multiclass Retinal Fluid Segmentation in OCT Images
    Rahil, Mohammad
    Anoop, B. N.
    Girish, G. N.
    Kothari, Abhishek R.
    Koolagudi, Shashidhar G.
    Rajan, Jeny
    IEEE ACCESS, 2023, 11 : 17241 - 17251
  • [46] The Prevalence of Cirrus SD-OCT Ganglion Cell Segmentation Errors in High Myopes
    Johung, Tessa
    Oakley, Jonathan
    Russako, Daniel
    Sabhlok, Sonny
    Li, Felix
    Chang, Robert
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2013, 54 (15)
  • [47] Retinal layers study in retinitis pigmentosa using SD-OCT automated segmentation
    Aknin, Isabelle
    Soubrane, Gisele
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2015, 56 (07)
  • [48] Automated and Robust Geographic Atrophy Segmentation for Time Series SD-OCT Images
    Li, Yuchun
    Niu, Sijie
    Ji, Zexuan
    Chen, Qiang
    PATTERN RECOGNITION AND COMPUTER VISION (PRCV 2018), PT I, 2018, 11256 : 249 - 261
  • [49] A combined machine-learning and graph-based framework for the segmentation of retinal surfaces in SD-OCT volumes
    Antony, Bhavna J.
    Abramoff, Michael D.
    Harper, Matthew M.
    Jeong, Woojin
    Sohn, Elliott H.
    Kwon, Young H.
    Kardon, Randy
    Garvin, Mona K.
    BIOMEDICAL OPTICS EXPRESS, 2013, 4 (12): : 2712 - 2728
  • [50] Application of a Deep Machine Learning Model for Automatic Measurement of EZ Width in SD-OCT Images of RP
    Wang, Yi-Zhong
    Galles, Daniel
    Klein, Martin
    Locke, Kirsten G.
    Birch, David G.
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2020, 9 (02): : 1 - 12