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
来源：
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE | 2018年 / 59卷 / 09期
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
  • [21] 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.
    SENSORS, 2023, 23 (12)
  • [22] Deep Learning-Based Optical Coherence Tomography and Optical Coherence Tomography Angiography Image Analysis: An Updated Summary
    Ran, Anran
    Cheung, Carol Y.
    ASIA-PACIFIC JOURNAL OF OPHTHALMOLOGY, 2021, 10 (03): : 253 - 260
  • [23] Deep Learning-Based Segmentation of Airway Morphology from Endobronchial Optical Coherence Tomography
    Zhou, Zi-Qing
    Guo, Zu-Yuan
    Zhong, Chang-Hao
    Qiu, Hui-Qi
    Chen, Yu
    Rao, Wan-Yuan
    Chen, Xiao-Bo
    Wu, Hong-Kai
    Tang, Chun-Li
    Su, Zhu-Quan
    Li, Shi-Yue
    RESPIRATION, 2023, 102 (03) : 227 - 236
  • [24] Automated Region of Interest Selection Improves Deep Learning-Based Segmentation of Hyper-Reflective Foci in Optical Coherence Tomography Images
    Goel, Sarang
    Sethi, Abhishek
    Pfau, Maximilian
    Munro, Monique
    Chan, Robison Vernon Paul
    Lim, Jennifer I.
    Hallak, Joelle
    Alam, Minhaj
    JOURNAL OF CLINICAL MEDICINE, 2022, 11 (24)
  • [25] Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography
    Jiang, Zhe
    Huang, Zhiyu
    Qiu, Bin
    Meng, Xiangxi
    You, Yunfei
    Liu, Xi
    Geng, Mufeng
    Liu, Gangjun
    Zhou, Chuanqing
    Yang, Kun
    Maier, Andreas
    Ren, Qiushi
    Lu, Yanye
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 40 (02) : 688 - 698
  • [26] Deep-Learning-Based Automated Identification and Visualization of Oral Cancer in Optical Coherence Tomography Images
    Yang, Zihan
    Pan, Hongming
    Shang, Jianwei
    Zhang, Jun
    Liang, Yanmei
    BIOMEDICINES, 2023, 11 (03)
  • [27] Deep Learning-based Diagnosis of Glaucoma Using Wide-field Optical Coherence Tomography Images
    Shin, Younji
    Cho, Hyunsoo
    Jeong, Hyo Chan
    Seong, Mincheol
    Choi, Jun-Won
    Lee, Won June
    JOURNAL OF GLAUCOMA, 2021, 30 (09) : 803 - 812
  • [28] Automated Artifacts and Noise Removal from Optical Coherence Tomography Images Using Deep Learning Technique
    Akter, Nahida
    Perry, Stuart
    Fletcher, John
    Simunovic, Matthew
    Roy, Maitreyee
    2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 2536 - 2542
  • [29] The Classification of Common Macular Diseases Using Deep Learning on Optical Coherence Tomography Images with and without Prior Automated Segmentation
    Kaothanthong, Natsuda
    Limwattanayingyong, Jirawut
    Silpa-archa, Sukhum
    Tadarati, Mongkol
    Amphornphruet, Atchara
    Singhanetr, Panisa
    Lalitwongsa, Pawas
    Chantangphol, Pantid
    Amornpetchsathaporn, Anyarak
    Chainakul, Methaphon
    Ruamviboonsuk, Paisan
    DIAGNOSTICS, 2023, 13 (02)
  • [30] Deep learning-based optical coherence tomography and retinal images for detection of diabetic retinopathy: a systematic and meta analysis
    Bi, Zheng
    Li, Jinju
    Liu, Qiongyi
    Fang, Zhaohui
    FRONTIERS IN ENDOCRINOLOGY, 2025, 16
12345