Overview of Deep Learning Methods for Retinal Vessel Segmentation

被引：0
|
作者：
Gojić, Gorana [1 ]
Kundačina, Ognjen [1 ]
Mišković, Dragiša [1 ]
Dragan, Dinu [2 ]
机构：
[1] The Institute for Artificial Intelligence, Research and Development of Serbia, Novi Sad, Serbia
[2] University of Novi Sad, The Faculty of Technical Sciences, Novi Sad, Serbia
来源：
arXiv | 2023年
关键词：
Deep neural networks - Diagnosis - Learning systems - Ophthalmology;
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] Retinal Vessel Segmentation, a Review of Classic and Deep Methods
    Ali Khandouzi
    Ali Ariafar
    Zahra Mashayekhpour
    Milad Pazira
    Yasser Baleghi
    Annals of Biomedical Engineering, 2022, 50 : 1292 - 1314
  • [2] Retinal Vessel Segmentation, a Review of Classic and Deep Methods
    Khandouzi, Ali
    Ariafar, Ali
    Mashayekhpour, Zahra
    Pazira, Milad
    Baleghi, Yasser
    ANNALS OF BIOMEDICAL ENGINEERING, 2022, 50 (10) : 1292 - 1314
  • [3] Retinal vessel segmentation using deep learning: A review
    Chen, Chunhui
    Chuah, Joon Huang
    Ali, Raza
    Wang, Yizhou
    IEEE Access, 2021, 9 : 111985 - 112004
  • [4] Deep ensemble learning for accurate retinal vessel segmentation
    Du, Lingling
    Liu, Hanruo
    Zhang, Lan
    Lu, Yao
    Li, Mengyao
    Hu, Yang
    Zhang, Yi
    COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 158
  • [5] Retinal Vessel Segmentation Using Deep Learning: A Review
    Chen, Chunhui
    Chuah, Joon Huang
    Ali, Raza
    Wang, Yizhou
    IEEE ACCESS, 2021, 9 : 111985 - 112004
  • [6] Retinal Vessel Segmentation by Deep Residual Learning with Wide Activation
    Ma, Yuliang
    Li, Xue
    Duan, Xiaopeng
    Peng, Yun
    Zhang, Yingchun
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2020, 2020
  • [7] A Survey of Deep Learning for Retinal Blood Vessel Segmentation Methods: Taxonomy, Trends, Challenges and Future Directions
    Sule, Olubunmi Omobola
    IEEE ACCESS, 2022, 10 : 38202 - 38236
  • [8] Advanced Deep Learning for Blood Vessel Segmentation in Retinal Fundus Images
    Ngo, Lua
    Han, Jae-Ho
    2017 5TH INTERNATIONAL WINTER CONFERENCE ON BRAIN-COMPUTER INTERFACE (BCI), 2017, : 91 - 92
  • [9] Deep learning for retinal vessel segmentation: a systematic review of techniques and applications
    Liu, Zhihui
    Sunar, Mohd Shahrizal
    Tan, Tian Swee
    Hitam, Wan Hazabbah Wan
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2025,
  • [10] CONVOLUTIONAL NEURAL NETWORKS FOR DEEP FEATURE LEARNING IN RETINAL VESSEL SEGMENTATION
    Khalaf, Aya F.
    Yassine, Inas A.
    Fahmy, Ahmed S.
    2016 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2016, : 385 - 388
12345