All-Around Real Label Supervision: Cyclic Prototype Consistency Learning
for Semi-supervised Medical Image Segmentation

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation

28 September 2021

Papers citing "All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation"

16 / 16 papers shown

Title
RAIL: Region-Aware Instructive Learning for Semi-Supervised Tooth Segmentation in CBCT Chuyu Zhao Hao Huang Jiashuo Guo Ziyu Shen Zhongwei Zhou Jie Liu Zekuan Yu 28 0 0 06 May 2025
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation Xinze Li Runlin Huang Zhenghao Wu Bohan Yang Wentao Fan Chengzhang Zhu Weifeng Su 22 0 0 21 Oct 2024
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation Zhan Fa Shumeng Li Jian Zhang Lei Qi Qian Yu Yinghuan Shi 26 0 0 15 Oct 2024
PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation Ning Gao Sanping Zhou Le Wang Nanning Zheng AI4TS 16 2 0 08 Sep 2024
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation Suruchi Kumari Aryan Das S. K. Roy Indu Joshi Pravendra Singh 16 2 0 06 Jul 2024
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation Suruchi Kumari Pravendra Singh 19 1 0 12 May 2024
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation Yuanpeng He EDL 26 0 0 09 Apr 2024
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Polyp Segmentation Yunqi Gu Tao Zhou Yizhe Zhang Yi Zhou Kelei He Chen Gong Huazhu Fu 19 0 0 26 Dec 2023
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation Yuyan Shi Yichi Zhang Shasha Wang 17 7 0 21 Oct 2023
Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation Zhenxi Zhang Ran Ran Chunna Tian Heng Zhou Xin Li Fan Yang Zhicheng Jiao 11 20 0 25 May 2023
Few Shot Medical Image Segmentation with Cross Attention Transformer Yi-Mou Lin Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 20 15 0 24 Mar 2023
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 11 149 0 28 Jul 2022
Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation Zhenxi Zhang Chunna Tian Zhicheng Jiao 24 2 0 03 Jun 2022
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Yicheng Wu Zhonghua Wu Qianyi Wu Zongyuan Ge Jianfei Cai 14 128 0 02 Mar 2022
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training Yingda Xia Fengze Liu D. Yang Jinzheng Cai Lequan Yu Zhuotun Zhu Daguang Xu Alan Yuille H. Roth 175 123 0 29 Nov 2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 244 1,279 0 06 Mar 2017