Supervised Contrastive Embedding for Medical Image Segmentation

被引：0
|
作者：
Lee, Sangwoo [1 ]
Lee, Yejin [1 ]
Lee, Geongyu [1 ]
Hwang, Sangheum [1 ,2 ,3 ]
机构：
[1] Department of Data Science, Seoul National University of Science and Technology, Seoul,01811, Korea, Republic of
[2] Department of Industrial and Information Systems Engineering, Seoul National University of Science and Technology, Seoul,01811, Korea, Republic of
[3] Research Center for Electrical and Information Technology, Seoul National University of Science and Technology, Seoul,01811, Korea, Republic of
来源：
IEEE Access | 2021年 / 9卷
关键词：
All Open Access; Gold;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Magnetic resonance
引用
收藏
页码：138403 / 138414
相关论文
共 50 条
  • [1] Supervised Contrastive Embedding for Medical Image Segmentation
    Lee, Sangwoo
    Lee, Yejin
    Lee, Geongyu
    Hwang, Sangheum
    [J]. IEEE ACCESS, 2021, 9 : 138403 - 138414
  • [2] Combining contrastive learning and shape awareness for semi-supervised medical image segmentation
    Chen, Yaqi
    Chen, Faquan
    Huang, Chenxi
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2024, 242
  • [3] Prototype-oriented contrastive learning for semi-supervised medical image segmentation
    Liu, Zihang
    Zhang, Haoran
    Zhao, Chunhui
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 88
  • [4] LEVERAGING HARD POSITIVES FOR CONTRASTIVE LEARNING IN SEMI-SUPERVISED MEDICAL IMAGE SEGMENTATION
    Tang Cheng
    Zeng Xinyi
    Zhou Luping
    Wu Xi
    Zhou Jiliu
    Wang Peng
    Wang Yan
    [J]. 2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI, 2023,
  • [5] RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation
    Zhao, Xiangyu
    Qi, Zengxin
    Wang, Sheng
    Wang, Qian
    Wu, Xuehai
    Mao, Ying
    Zhang, Lichi
    [J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 28 (01) : 251 - 261
  • [6] Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation
    Hu, Xinrong
    Zeng, Dewen
    Xu, Xiaowei
    Shi, Yiyu
    [J]. MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2021, PT II, 2021, 12902 : 481 - 490
  • [7] Entropy-guided contrastive learning for semi-supervised medical image segmentation
    Xie, Junsong
    Wu, Qian
    Zhu, Renju
    [J]. IET IMAGE PROCESSING, 2024, 18 (02) : 312 - 326
  • [8] ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding
    Li, Zihan
    Zheng, Yuan
    Luo, Xiangde
    Shan, Dandan
    Hong, Qingqi
    [J]. PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2023, 2023, : 3384 - 3393
  • [9] Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations
    Fischer, Marc
    Hepp, Tobias
    Gatidis, Sergios
    Yang, Bin
    [J]. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2023, 104
  • [10] Pseudo-label Guided Contrastive Learning for Semi-supervised Medical Image Segmentation
    Basak, Hritam
    Yin, Zhaozheng
    [J]. 2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2023, : 19786 - 19797
12345