Automated detection of retinal exudates and drusen in ultra-widefield fundus images based on deep learning

被引：0
|
作者：
Zhongwen Li
Chong Guo
Danyao Nie
Duoru Lin
Tingxin Cui
Yi Zhu
Chuan Chen
Lanqin Zhao
Xulin Zhang
Meimei Dongye
Dongni Wang
Fabao Xu
Chenjin Jin
Ping Zhang
Yu Han
Pisong Yan
Haotian Lin
机构：
[1] State Key Laboratory of Ophthalmology,Department of Molecular and Cellular Pharmacology
[2] Zhongshan Ophthalmic Center,undefined
[3] Sun Yat-sen University,undefined
[4] Shenzhen Eye Hospital,undefined
[5] Shenzhen Key Laboratory of Ophthalmology,undefined
[6] Affiliated Shenzhen Eye Hospital of Jinan University,undefined
[7] University of Miami Miller School of Medicine,undefined
[8] Sylvester Comprehensive Cancer Center,undefined
[9] University of Miami Miller School of Medicine,undefined
[10] Xudong Ophthalmic Hospital,undefined
[11] EYE & ENT Hospital of Fudan University,undefined
[12] Center for Precision Medicine,undefined
[13] Sun Yat-sen University,undefined
来源：
Eye | 2022年 / 36卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1681 / 1686
页数：5
相关论文
共 50 条
  • [1] Automated detection of retinal exudates and drusen in ultra-widefield fundus images based on deep learning
    Li, Zhongwen
    Guo, Chong
    Nie, Danyao
    Lin, Duoru
    Cui, Tingxin
    Zhu, Yi
    Chen, Chuan
    Zhao, Lanqin
    Zhang, Xulin
    Dongye, Meimei
    Wang, Dongni
    Xu, Fabao
    Jin, Chenjin
    Zhang, Ping
    Han, Yu
    Yan, Pisong
    Lin, Haotian
    EYE, 2022, 36 (08) : 1681 - 1686
  • [2] Deep learning approach for automated detection of retinal pathology from ultra-widefield retinal images
    Hu, Mingzhe
    Amason, Joshua
    Lee, Terry
    Gao, Qitong
    Borkar, Durga
    Pajic, Miroslav
    Hadziahmetovic, Majda
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
  • [3] Deep learning for automated glaucomatous optic neuropathy detection from ultra-widefield fundus images
    Li, Zhongwen
    Guo, Chong
    Lin, Duoru
    Nie, Danyao
    Zhu, Yi
    Chen, Chuan
    Zhao, Lanqin
    Wang, Jinghui
    Zhang, Xulin
    Dongye, Meimei
    Wang, Dongni
    Xu, Fabao
    Jin, Chenjin
    Zhang, Ping
    Han, Yu
    Yan, Pisong
    Han, Ying
    Lin, Haotian
    BRITISH JOURNAL OF OPHTHALMOLOGY, 2021, 105 (11) : 1548 - 1554
  • [4] Deep Learning for the Detection of Multiple Fundus Diseases Using Ultra-widefield Images
    Sun, Gongpeng
    Wang, Xiaoling
    Xu, Lizhang
    Li, Chang
    Wang, Wenyu
    Yi, Zuohuizi
    Luo, Huijuan
    Su, Yu
    Zheng, Jian
    Li, Zhiqing
    Chen, Zhen
    Zheng, Hongmei
    Chen, Changzheng
    OPHTHALMOLOGY AND THERAPY, 2023, 12 (02) : 895 - 907
  • [5] Deep Learning for the Detection of Multiple Fundus Diseases Using Ultra-widefield Images
    Gongpeng Sun
    Xiaoling Wang
    Lizhang Xu
    Chang Li
    Wenyu Wang
    Zuohuizi Yi
    Huijuan Luo
    Yu Su
    Jian Zheng
    Zhiqing Li
    Zhen Chen
    Hongmei Zheng
    Changzheng Chen
    Ophthalmology and Therapy, 2023, 12 : 895 - 907
  • [6] Development and Evaluation of a Deep Learning System for Screening Retinal Hemorrhage Based on Ultra-Widefield Fundus Images
    Li, Zhongwen
    Guo, Chong
    Nie, Danyao
    Lin, Duoru
    Zhu, Yi
    Chen, Chuan
    Xiang, Yifan
    Xu, Fabao
    Jin, Chenjin
    Zhang, Xiayin
    Yang, Yahan
    Zhang, Kai
    Zhao, Lanqin
    Zhang, Ping
    Han, Yu
    Yun, Dongyuan
    Wu, Xiaohang
    Yan, Pisong
    Lin, Haotian
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2020, 9 (02):
  • [7] Intelligent Diagnosis of Multiple Peripheral Retinal Lesions in Ultra-widefield Fundus Images Based on Deep Learning
    Wang, Tong
    Liao, Guoliang
    Chen, Lin
    Zhuang, Yan
    Zhou, Sibo
    Yuan, Qiongzhen
    Han, Lin
    Wu, Shanshan
    Chen, Ke
    Wang, Binjian
    Mi, Junyu
    Gao, Yunxia
    Lin, Jiangli
    Zhang, Ming
    OPHTHALMOLOGY AND THERAPY, 2023, 12 (02) : 1081 - 1095
  • [8] Intelligent Diagnosis of Multiple Peripheral Retinal Lesions in Ultra-widefield Fundus Images Based on Deep Learning
    Tong Wang
    Guoliang Liao
    Lin Chen
    Yan Zhuang
    Sibo Zhou
    Qiongzhen Yuan
    Lin Han
    Shanshan Wu
    Ke Chen
    Binjian Wang
    Junyu Mi
    Yunxia Gao
    Jiangli Lin
    Ming Zhang
    Ophthalmology and Therapy, 2023, 12 : 1081 - 1095
  • [9] Automated Machine Learning Model For The Classification Of Retinal Diseases From Ultra-Widefield Pseudocolor Fundus Images
    Antaki, Fares
    Coussa, Razek
    Hammamji, Karim
    Sebag, Mikael
    Duval, Renaud
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
  • [10] Accuracy of automated machine learning in classifying retinal pathologies from ultra-widefield pseudocolour fundus images
    Antaki, Fares
    Coussa, Razek Georges
    Kahwati, Ghofril
    Hammamji, Karim
    Sebag, Mikael
    Duval, Renaud
    BRITISH JOURNAL OF OPHTHALMOLOGY, 2023, 107 (01) : 90 - 95
12345