Segmentation of Retinal Layer Boundary in OCT Images Based on End-to-end Deep Neural Network and Graph Search

被引:0
|
作者
Hu, Kai [1 ,3 ]
Jiang, Shuai [1 ]
Liu, Dong [1 ]
Gao, Xie-Ping [2 ]
机构
[1] Key Laboratory of Intelligent Computing and Information Processing of Ministry of Education, Xiangtan University, Xiangtan,411105, China
[2] Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, Hunan Normal University, Changsha,410081, China
[3] Key Laboratory of Medical Imaging and Artificial Intelligence of Hunan Province, Xiangnan University, Chenzhou,423000, China
来源
Ruan Jian Xue Bao/Journal of Software | 2024年 / 35卷 / 06期
关键词
Compendex;
D O I
10.13328/j.cnki.jos.006895
中图分类号
学科分类号
摘要
Deep neural networks - Diagnosis - Image segmentation - Multilayer neural networks - Ophthalmology
引用
收藏
页码:3036 / 3051
相关论文
共 50 条
  • [31] DEEP NEURAL NETWORK-BASED SPEAKER EMBEDDINGS FOR END-TO-END SPEAKER VERIFICATION
    Snyder, David
    Ghahremani, Pegah
    Povey, Daniel
    Garcia-Romero, Daniel
    Carmiel, Yishay
    Khudanpur, Sanjeev
    [J]. 2016 IEEE WORKSHOP ON SPOKEN LANGUAGE TECHNOLOGY (SLT 2016), 2016, : 165 - 170
  • [32] Fully Automatic Brain Tumor Segmentation using End-To-End Incremental Deep Neural Networks in MRI images
    Ben Naceur, Mostefa
    Saouli, Rachida
    Akil, Mohamed
    Kachouri, Rostom
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2018, 166 : 39 - 49
  • [33] Medical Hyperspectral Image Classification Based on End-to-End Fusion Deep Neural Network
    Wei, Xueling
    Li, Wei
    Zhang, Mengmeng
    Li, Qingli
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 68 (11) : 4481 - 4492
  • [34] End-to-End Pedestrian Collision Warning System Based on a Convolutional Neural Network with Semantic Segmentation
    Jung, Heechul
    Choi, Min-Kook
    Soon, Kwon
    Jung, Woo Young
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2018,
  • [35] A study on tooth segmentation and numbering using end-to-end deep neural networks
    Silva, Bernardo
    Pinheiro, Lais
    Oliveira, Luciano
    Pithon, Matheus
    [J]. 2020 33RD SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2020), 2020, : 164 - 171
  • [36] Leukocyte Segmentation via End-to-End Learning of Deep Convolutional Neural Networks
    Lu, Yan
    Fan, Haoyi
    Li, Zuoyong
    [J]. INTELLIGENCE SCIENCE AND BIG DATA ENGINEERING: VISUAL DATA ENGINEERING, PT I, 2019, 11935 : 191 - 200
  • [37] An end-to-end deep reinforcement learning method based on graph neural network for distributed job-shop scheduling problem
    Huang, Jiang-Ping
    Gao, Liang
    Li, Xin-Yu
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2024, 238
  • [38] Retinal Layer Segmentation in OCT Images With Boundary Regression and Feature Polarization
    Tan, Yubo
    Shen, Wen-Da
    Wu, Ming-Yuan
    Liu, Gui-Na
    Zhao, Shi-Xuan
    Chen, Yang
    Yang, Kai-Fu
    Li, Yong-Jie
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 43 (02) : 686 - 700
  • [39] Choroidal layer segmentation in OCT images by a boundary enhancement network
    Wu, Wenjun
    Gong, Yan
    Hao, Huaying
    Zhang, Jiong
    Su, Pan
    Yan, Qifeng
    Ma, Yuhui
    Zhao, Yitian
    [J]. FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 10
  • [40] Retinal layer segmentation of macular OCT images using boundary classification
    Lang, Andrew
    Carass, Aaron
    Hauser, Matthew
    Sotirchos, Elias S.
    Calabresi, Peter A.
    Ying, Howard S.
    Prince, Jerry L.
    [J]. BIOMEDICAL OPTICS EXPRESS, 2013, 4 (07): : 1133 - 1152