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：
BMC Ophthalmology | / 20卷
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
  • [1] Classification of optical coherence tomography images using a capsule network
    Tsuji, Takumasa
    Hirose, Yuta
    Fujimori, Kohei
    Hirose, Takuya
    Oyama, Asuka
    Saikawa, Yusuke
    Mimura, Tatsuya
    Shiraishi, Kenshiro
    Kobayashi, Takenori
    Mizota, Atsushi
    Kotoku, Jun'ichi
    BMC OPHTHALMOLOGY, 2020, 20 (01)
  • [2] Classification of Optical Coherence Tomography Images Using Generative Adversarial Networks
    Aghaei, S. M. H. Seyed
    Rashno, A.
    Fadaei, S.
    INTERNATIONAL JOURNAL OF ENGINEERING, 2025, 38 (02): : 389 - 399
  • [3] Classification of Optical Coherence Tomography Images Using Deep Neural Networks
    Kotoku, J.
    Tsuji, T.
    Hirose, Y.
    Fujimori, K.
    Hirose, T.
    Oyama, A.
    Saikawa, Y.
    Mimura, T.
    Shiraishi, K.
    Kobayashi, T.
    Mizota, A.
    MEDICAL PHYSICS, 2020, 47 (06) : E391 - E391
  • [4] Optical coherence tomography retinal classification using deep neural network
    Khudhur, Ahmed Mahmood
    JOURNAL OF OPTICS-INDIA, 2025,
  • [5] Automatic Classification of Volumetric Optical Coherence Tomography Images via Recurrent Neural Network
    Chong Wang
    Yuxuan Jin
    Xiangdong Chen
    Zhimin Liu
    Sensing and Imaging, 2020, 21
  • [6] Classification of gastric cancerous tissues by a residual network based on optical coherence tomography images
    Site Luo
    Yuchen Ran
    Lifei Liu
    Huihui Huang
    Xiaoying Tang
    Yingwei Fan
    Lasers in Medical Science, 2022, 37 : 2727 - 2735
  • [7] Automatic Classification of Volumetric Optical Coherence Tomography Images via Recurrent Neural Network
    Wang, Chong
    Jin, Yuxuan
    Chen, Xiangdong
    Liu, Zhimin
    SENSING AND IMAGING, 2020, 21 (01):
  • [8] Classification of gastric cancerous tissues by a residual network based on optical coherence tomography images
    Luo, Site
    Ran, Yuchen
    Liu, Lifei
    Huang, Huihui
    Tang, Xiaoying
    Fan, Yingwei
    LASERS IN MEDICAL SCIENCE, 2022, 37 (06) : 2727 - 2735
  • [9] Lumen Segmentation in Optical Coherence Tomography Images using Convolutional Neural Network
    Miyagawa, M.
    Costa, M. G. F.
    Gutierrez, M. A.
    Costa, J. P. G. F.
    Costa Filho, C. F. F.
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 600 - 603
  • [10] SFFT-CapsNet: Stacked Fast Fourier Transform for Retina Optical Coherence Tomography Image Classification using Capsule Network
    Opoku, Michael
    Weyori, Benjamin Asubam
    Adekoya, Adebayo Felix
    Adu, Kwabena
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (09) : 294 - 306
12345