Automatic diagnosis of imbalanced ophthalmic images using a cost-sensitive deep convolutional neural network

被引：0
|
作者：
Jiewei Jiang
Xiyang Liu
Kai Zhang
Erping Long
Liming Wang
Wangting Li
Lin Liu
Shuai Wang
Mingmin Zhu
Jiangtao Cui
Zhenzhen Liu
Zhuoling Lin
Xiaoyan Li
Jingjing Chen
Qianzhong Cao
Jing Li
Xiaohang Wu
Dongni Wang
Jinghui Wang
Haotian Lin
机构：
[1] Xidian University,School of Computer Science and Technology
[2] Xidian University,School of Software
[3] Sun Yat-sen University,State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center
[4] Xidian University,School of Mathematics and Statistics
来源：
BioMedical Engineering OnLine | / 16卷
关键词：
Imbalanced ophthalmic images; Pediatric cataracts; Lens automatic localization; Cost-sensitive; Deep convolutional neural network;
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] Automatic diagnosis of imbalanced ophthalmic images using a cost-sensitive deep convolutional neural network
    Jiang, Jiewei
    Liu, Xiyang
    Zhang, Kai
    Long, Erping
    Wang, Liming
    Li, Wangting
    Liu, Lin
    Wang, Shuai
    Zhu, Mingmin
    Cui, Jiangtao
    Liu, Zhenzhen
    Lin, Zhuoling
    Li, Xiaoyan
    Chen, Jingjing
    Cao, Qianzhong
    Li, Jing
    Wu, Xiaohang
    Wang, Dongni
    Wang, Jinghui
    Lin, Haotian
    BIOMEDICAL ENGINEERING ONLINE, 2017, 16
  • [2] Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network
    Jiang, Jiewei
    Liu, Wei
    Pei, Mengjie
    Guo, Liufei
    Yang, Jingshi
    Wu, Chengchao
    Lu, Jiaojiao
    Gao, Ruijie
    Chen, Wei
    Gong, Jiamin
    Zhu, Mingmin
    Li, Zhongwen
    JOURNAL OF BIG DATA, 2023, 10 (01)
  • [3] Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network
    Jiewei Jiang
    Wei Liu
    Mengjie Pei
    Liufei Guo
    Jingshi Yang
    Chengchao Wu
    Jiaojiao Lu
    Ruijie Gao
    Wei Chen
    Jiamin Gong
    Mingmin Zhu
    Zhongwen Li
    Journal of Big Data, 10
  • [4] A Cost-Sensitive Deep Belief Network for Imbalanced Classification
    Zhang, Chong
    Tan, Kay Chen
    Li, Haizhou
    Hong, Geok Soon
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 30 (01) : 109 - 122
  • [5] A Composite Cost-Sensitive Neural Network for Imbalanced Classification
    Chen, Lei
    Zhu, Yuan
    PROCEEDINGS OF THE 39TH CHINESE CONTROL CONFERENCE, 2020, : 7264 - 7268
  • [6] Cost-sensitive convolutional neural networks for imbalanced time series classification
    Geng, Yue
    Luo, Xinyu
    INTELLIGENT DATA ANALYSIS, 2019, 23 (02) : 357 - 370
  • [7] Adaptive learning cost-sensitive convolutional neural network
    Hou, Yun
    Fan, Hong
    Li, Li
    Li, Bailin
    IET COMPUTER VISION, 2021, 15 (05) : 346 - 355
  • [8] Automatic classification of heterogeneous slit-illumination images using an ensemble of cost-sensitive convolutional neural networks
    Jiang, Jiewei
    Wang, Liming
    Fu, Haoran
    Long, Erping
    Sun, Yibin
    Li, Ruiyang
    Li, Zhongwen
    Zhu, Mingmin
    Liu, Zhenzhen
    Chen, Jingjing
    Lin, Zhuoling
    Wu, Xiaohang
    Wang, Dongni
    Liu, Xiyang
    Lin, Haotian
    ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (07)
  • [9] Cost-Sensitive Learning for Anomaly Detection in Imbalanced ECG Data Using Convolutional Neural Networks
    Zubair, Muhammad
    Yoon, Changwoo
    SENSORS, 2022, 22 (11)
  • [10] Imbalanced bearing fault diagnosis under variant working conditions using cost-sensitive deep domain adaptation network
    Wu, Zhenyu
    Zhang, Hongkui
    Guo, Juchuan
    Ji, Yang
    Pecht, Michael
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 193
12345