Classification of optical coherence tomography images using a capsule network

被引:0
|
作者
Takumasa Tsuji
Yuta Hirose
Kohei Fujimori
Takuya Hirose
Asuka Oyama
Yusuke Saikawa
Tatsuya Mimura
Kenshiro Shiraishi
Takenori Kobayashi
Atsushi Mizota
Jun’ichi Kotoku
机构
[1] Teikyo University,Graduate School of Medical and Care Technology
[2] Teikyo University School of Medicine,Department of Ophthalmology
[3] Teikyo University School of Medicine,Department of Radiology
[4] Teikyo University Hospital,Central Radiology Division
来源
关键词
Capsule network; Choroidal neovascularization; Deep learning; Diabetic macular edema; Drusen; Optical coherence tomography;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Automatic classification of retinal three-dimensional optical coherence tomography images using principal component analysis network with composite kernels
    Fang, Leyuan
    Wang, Chong
    Li, Shutao
    Yan, Jun
    Chen, Xiangdong
    Rabbani, Hossein
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2017, 22 (11)
  • [42] Flow measurement using speckle in optical coherence tomography images
    Barton, JK
    Stromski, S
    [J]. Coherence Domain Optical Methods and Optical Coherence Tomography in Biomedicine IX, 2005, 5690 : 245 - 256
  • [43] The classification of stages of epiretinal membrane using convolutional neural network on optical coherence tomography image
    Hung, Che-Lun
    Lin, Keng-Hung
    Lee, Yu-Kai
    Mrozek, Dariusz
    Tsai, Yin-Te
    Lin, Chun Hsien
    [J]. METHODS, 2023, 214 : 28 - 34
  • [44] Interpretation of optical coherence tomography images
    Jimenez Valero, Santiago
    Lizcano, Gema
    Moreno, Raul
    Luis Lopez-Sendon, Jose
    [J]. LANCET, 2014, 383 (9932): : 1887 - 1888
  • [45] Computer-aided diagnosis system for retinal disorder classification using optical coherence tomography images
    Saleh, Neven
    Abdel Wahed, Manal
    Salaheldin, Ahmed M.
    [J]. BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2022, 67 (04): : 283 - 294
  • [46] BINARY TISSUE CLASSIFICATION STUDIES ON RESECTED HUMAN BREAST TISSUES USING OPTICAL COHERENCE TOMOGRAPHY IMAGES
    Bhattacharjee, M.
    Ashok, P. C.
    Rao, K. Divakar
    Majumder, S. K.
    Verma, Y.
    Gupta, P. K.
    [J]. JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES, 2011, 4 (01) : 59 - 66
  • [47] Classification of human stomach cancer using morphological feature analysis from optical coherence tomography images
    Luo, Site
    Fan, Yingwei
    Chang, Wei
    Liao, Hongen
    Kang, Hongxiang
    Huo, Li
    [J]. LASER PHYSICS LETTERS, 2019, 16 (09)
  • [48] Enhanced Deep Learning Model for Classification of Retinal Optical Coherence Tomography Images
    Hassan, Esraa
    Elmougy, Samir
    Ibraheem, Mai R.
    Hossain, M. Shamim
    AlMutib, Khalid
    Ghoneim, Ahmed
    AlQahtani, Salman A.
    Talaat, Fatma M.
    [J]. SENSORS, 2023, 23 (12)
  • [49] Automated tissue classification of intracardiac optical coherence tomography images (Conference Presentation)
    Gan, Yu
    Tsay, David
    Bin Amir, Syed A.
    Marboe, Charles C.
    Hendon, Christine P.
    [J]. OPTICAL COHERENCE TOMOGRAPHY AND COHERENCE DOMAIN OPTICAL METHODS IN BIOMEDICINE XX, 2016, 9697
  • [50] Iterative fusion convolutional neural networks for classification of optical coherence tomography images
    Fang, Leyuan
    Jin, Yuxuan
    Huang, Laifeng
    Guo, Siyu
    Zhao, Guangzhe
    Chen, Xiangdong
    [J]. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2019, 59 : 327 - 333