Efficient structurally-strengthened generative adversarial network for MRI reconstruction

被引:0
|
作者
Zhou, Wenzhong [1 ]
Du, Huiqian [1 ]
Mei, Wenbo [1 ]
Fang, Liping [2 ]
机构
[1] School of Information and Electronics, Beijing Institute of Technology, Beijing,100081, China
[2] School of Mathematics and Statistics, Beijing Institute of Technology, Beijing,100081, China
关键词
Adversarial networks - Learning-based methods - Model parameters - MRI reconstruction - State of the art - Structural loss - Under sampled - Under-sampling;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:51 / 61
相关论文
共 50 条
  • [31] Recon-GLGAN: A Global-Local Context Based Generative Adversarial Network for MRI Reconstruction
    Murugesan, Balamurali
    Raghavan, S. Vijaya
    Sarveswaran, Kaushik
    Ram, Keerthi
    Sivaprakasam, Mohanasankar
    MACHINE LEARNING FOR MEDICAL IMAGE RECONSTRUCTION, MLMIR 2019, 2019, 11905 : 3 - 15
  • [32] Compressed Sensing MRI Reconstruction with Co-VeGAN: Complex-Valued Generative Adversarial Network
    Vasudeva, Bhavya
    Deora, Puneesh
    Bhattacharya, Saumik
    Pradhan, Pyari Mohan
    2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022), 2022, : 1779 - 1788
  • [33] MRI-GAN: Generative Adversarial Network for Brain Segmentation
    Khaled, Afifa
    Ghaleb, Taher A.
    ADVANCES IN COMPUTER GRAPHICS, CGI 2023, PT I, 2024, 14495 : 246 - 256
  • [34] A generative adversarial network for multiple reads reconstruction in DNA storage
    Zheng, Xiaodong
    Xie, Ranze
    Yao, Xiangyu
    Su, Yanqing
    Chu, Ling
    Xu, Peng
    Liu, Wenbin
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [35] Multi-scale conditional reconstruction generative adversarial network
    Chen, Yanming
    Xu, Jiahao
    An, Zhulin
    Zhuang, Fuzhen
    IMAGE AND VISION COMPUTING, 2024, 141
  • [36] Detailed Feature Guided Generative Adversarial Pose Reconstruction Network
    Hao, Jinlin
    Chen, Xueyun
    IEEE ACCESS, 2021, 9 : 56093 - 56103
  • [37] Recommendation model based on generative adversarial network and social reconstruction
    Gu, Junhua
    Deng, Xu
    Zhang, Ningjing
    Zhang, Suqi
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (06) : 9670 - 9692
  • [38] Generative adversarial network based regularized image reconstruction for PET
    Xie, Zhaoheng
    Baikejiang, Reheman
    Li, Tiantian
    Zhang, Xuezhu
    Gong, Kuang
    Zhang, Mengxi
    Qi, Wenyuan
    Asma, Evren
    Qi, Jinyi
    PHYSICS IN MEDICINE AND BIOLOGY, 2020, 65 (12):
  • [39] Reconstruction Method for Optical Tomography Based on Generative Adversarial Network
    Xu Yiting
    Li Huajun
    Zhu Yingkuang
    Chen Lianjie
    Zhang Youhu
    LASER & OPTOELECTRONICS PROGRESS, 2024, 61 (12)
  • [40] A Modified Generative Adversarial Network Using Spatial and Channel-Wise Attention for CS-MRI Reconstruction
    Li, Guangyuan
    Lv, Jun
    Wang, Chengyan
    IEEE ACCESS, 2021, 9 : 83185 - 83198