Deep Learning-Based Automated Classification of Multi-Categorical Abnormalities from Optical Coherence Tomography Images

被引:0
|
作者
Lu, Wei [1 ,2 ]
Tong, Yan [1 ,2 ]
Yu, Yue [3 ]
Wang, Bin [3 ]
Deng, Qinqin [1 ,2 ]
Lei, Xinlan [1 ,2 ]
Shen, Yin [1 ,2 ]
机构
[1] Wuhan Univ, Ctr Eye, Wuhan, Hubei, Peoples R China
[2] Wuhan Univ, Wuhan, Hubei, Peoples R China
[3] Wuhan Hai Xing Tong Technol Ltd Co, Wuhan, Hubei, Peoples R China
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
1723
引用
收藏
页数:3
相关论文
共 50 条
  • [31] A deep learning-based model for characterization of atherosclerotic plaque in coronary arteries using optical coherence tomography images
    Abdolmanafi, Atefeh
    Luc Duong
    Ibrahim, Ragui
    Dahdah, Nagib
    MEDICAL PHYSICS, 2021, 48 (07) : 3511 - 3524
  • [32] META-learning-based retinal pathology classification from optical coherence tomography images
    Yin, Ziting
    Chen, Xinjian
    Zhu, Weifang
    Xiang, Dehui
    Peng, Qing
    Shi, Fei
    MEDICAL IMAGING 2023, 2023, 12464
  • [33] Rethinking the neighborhood information for deep learning-based optical coherence tomography angiography
    Jiang, Zhe
    Huang, Zhiyu
    You, Yunfei
    Geng, Mufeng
    Meng, Xiangxi
    Qiu, Bin
    Zhu, Lei
    Gao, Mengdi
    Wang, Jing
    Zhou, Chuanqing
    Ren, Qiushi
    Lu, Yanye
    MEDICAL PHYSICS, 2022, 49 (06) : 3705 - 3716
  • [34] Applying machine learning to optical coherence tomography images for automated tissue classification in brain metastases
    Jens Möller
    Alexander Bartsch
    Marcel Lenz
    Iris Tischoff
    Robin Krug
    Hubert Welp
    Martin R. Hofmann
    Kirsten Schmieder
    Dorothea Miller
    International Journal of Computer Assisted Radiology and Surgery, 2021, 16 : 1517 - 1526
  • [35] Applying machine learning to optical coherence tomography images for automated tissue classification in brain metastases
    Moeller, Jens
    Bartsch, Alexander
    Lenz, Marcel
    Tischoff, Iris
    Krug, Robin
    Welp, Hubert
    Hofmann, Martin R.
    Schmieder, Kirsten
    Miller, Dorothea
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2021, 16 (09) : 1517 - 1526
  • [36] Deep learning-based automated defect classification in Electroluminescence images of solar panels
    Al-Otum, Hazem Munawer
    ADVANCED ENGINEERING INFORMATICS, 2023, 58
  • [37] Automated Development of Deep Learning Models to Diagnose Retinal Disease from Fundus and Optical Coherence Tomography Images
    Keane, Pearse Andrew
    Faes, Livia
    Wagner, Siegfried
    Fu, Dun Jack
    Ledsam, Joseph R.
    Chopra, Reena
    Kern, Christoph
    Moraes, Gabriella
    Pontikos, Nikolas
    Schmid, Martin K.
    Bachmann, Lucas M.
    Sim, Dawn A.
    Balaskas, Konstantinos
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2019, 60 (09)
  • [38] Automated Segmentation of Optical Coherence Tomography Images of the Human Tympanic Membrane Using Deep Learning
    Oghalai, Thomas P.
    Long, Ryan
    Kim, Wihan
    Applegate, Brian E.
    Oghalai, John S.
    ALGORITHMS, 2023, 16 (09)
  • [39] Automated classification of optical coherence tomography images of human atrial tissue
    Gan, Yu
    Tsay, David
    Amir, Syed B.
    Marboe, Charles C.
    Hendon, Christine P.
    JOURNAL OF BIOMEDICAL OPTICS, 2016, 21 (10)
  • [40] A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images
    Zhang, Xiaoqing
    Xiao, Zunjie
    Higashita, Risa
    Chen, Wan
    Yuan, Jin
    Fang, Jiansheng
    Hu, Yan
    Liu, Jiang
    2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2020, : 662 - 668