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Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2022
21 January 2022
Huifeng Yao
Xiaowei Hu
Xuelong Li
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Papers citing
"Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation"
40 / 40 papers shown
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FlexICL: A Flexible Visual In-context Learning Framework for Elbow and Wrist Ultrasound Segmentation
Yuyue Zhou
Jessica Knight
Shrimanti Ghosh
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Jacob L. Jaremko
A. Hareendranathan
211
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FedDEAP: Adaptive Dual-Prompt Tuning for Multi-Domain Federated Learning
Yubin Zheng
Pak-Hei Yeung
Jing Xia
Tianjie Ju
Peng Tang
Weidong Qiu
Jagath C. Rajapakse
FedML
VLM
209
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21 Oct 2025
MATCH: Multi-faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation
Meilong Xu
Xiaoling Hu
Shahira Abousamra
Chen Li
Chao Chen
197
4
0
02 Oct 2025
Dual-supervised Asymmetric Co-training for Semi-supervised Medical Domain Generalization
IEEE transactions on multimedia (TMM), 2025
Jincai Song
Haipeng Chen
Jun Qin
Na Zhao
OOD
187
1
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25 Sep 2025
Enhancing Dual Network Based Semi-Supervised Medical Image Segmentation with Uncertainty-Guided Pseudo-Labeling
Knowledge-Based Systems (KBS), 2025
Yunyao Lu
Yihang Wu
Ahmad Chaddad
Tareef Daqqaq
R. Kateb
182
1
0
16 Sep 2025
Diverse Teaching and Label Propagation for Generic Semi-Supervised Medical Image Segmentation
Wei Li
Pengcheng Zhou
Linye Ma
Wenyi Zhao
Huihua Yang
Yuchen Guo
176
0
0
12 Aug 2025
Uncertainty-aware Cross-training for Semi-supervised Medical Image Segmentation
IEEE Transactions on Image Processing (IEEE TIP), 2025
Kaiwen Huang
Tao Zhou
Huazhu Fu
Yizhe Zhang
Yi Zhou
Xiao-Jun Wu
OOD
UQCV
223
4
0
12 Aug 2025
Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge
Kang Wang
C. Qin
Zhang Shi
Haoran Wang
X. Zhang
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Xinrong Chen
He Wang
Chengyan Wang
Wenjia Bai
S. Wang
219
5
0
25 Jul 2025
Dual Teacher-Student Learning for Semi-supervised Medical Image Segmentation
Pengchen Zhang
Alan J.X. Guo
Sipin Luo
Zhe Han
Lin Guo
277
0
0
16 May 2025
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2025
Maregu Assefa
Muzammal Naseer
I. I. Ganapathi
Syed Sadaf Ali
Mohamed L Seghier
Naoufel Werghi
296
13
0
06 Apr 2025
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation
Hong Zheng
Yucheng Chen
Nan Mu
Xiaoning Li
448
1
0
23 Mar 2025
Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models
Yuchen Mao
Hongwei Bran Li
Yinyi Lai
G. Papanastasiou
Peng Qi
Yunjie Yang
Chengjia Wang
VLM
378
2
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10 Mar 2025
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Kaiwen Huang
Tao Zhou
Huazhu Fu
Yizhe Zhang
Yi Zhou
Chen Gong
Dong Liang
VLM
399
37
0
18 Dec 2024
DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising
IEEE Transactions on robotics (IEEE Trans. Robot.), 2024
Xiaohu Lu
H. Radha
332
1
0
11 Dec 2024
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models
Haifan Gong
Yitao Wang
Yihan Wang
Jiashun Xiao
Xiang Wan
Haofeng Li
MedIm
356
6
0
12 Aug 2024
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation
Muyang Qiu
Jian Zhang
Lei Qi
Qian Yu
Yinghuan Shi
Yang Gao
367
7
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16 Jul 2024
A Multi-Stage Framework for 3D Individual Tooth Segmentation in Dental CBCT
Chunshi Wang
Bin Zhao
Shuxue Ding
3DV
397
1
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S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation
Qixiang Zhang
Haonan Wang
Xuelong Li
192
2
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Improving Pseudo-labelling and Enhancing Robustness for Semi-Supervised Domain Generalization
Adnan Khan
Mai A. Shaaban
Muhammad Haris Khan
396
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Clean Label Disentangling for Medical Image Segmentation with Noisy Labels
Zicheng Wang
Zhen Zhao
Erjian Guo
Luping Zhou
359
3
0
28 Nov 2023
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency
European Conference on Computer Vision (ECCV), 2023
Meilong Xu
Xiaoling Hu
Saumya Gupta
Shahira Abousamra
Chao Chen
367
15
0
28 Nov 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
Neural Information Processing Systems (NeurIPS), 2023
Haonan Wang
Xiaomeng Li
314
62
0
17 Oct 2023
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation
Wei Li
Ruifeng Bian
Wenyi Zhao
Weijing Xu
Huihua Yang
388
1
0
08 Oct 2023
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation
Qingjie Zeng
Yutong Xie
Ziling Lu
Mengkang Lu
Yong-quan Xia
262
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GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Jiewen Yang
Xinpeng Ding
Ziyang Zheng
Xiaowei Xu
Xiaomeng Li
OOD
194
29
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Improving Robustness of Neural Inverse Text Normalization via Data-Augmentation, Semi-Supervised Learning, and Post-Aligning Method
Juntae Kim
Minkyu Lim
Seokjin Hong
291
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Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction
IEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Yu-bao Yan
Chun-Mei Feng
Yuexiang Li
Rick Siow Mong Goh
Lei Zhu
MedIm
261
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20 Aug 2023
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Zheang Huai
Xinpeng Ding
Yi Li
Xiaomeng Li
320
23
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Compositionally Equivariant Representation Learning
IEEE Transactions on Medical Imaging (TMI), 2023
Xiao Liu
Pedro Sanchez
Spyridon Thermos
Alison Q. OÑeil
Sotirios A. Tsaftaris
CoGe
OOD
283
4
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13 Jun 2023
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2023
Weihang Dai
Xuelong Li
Kwang-Ting Cheng
BDL
UQCV
298
31
0
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Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation
Physics in Medicine and Biology (PMB), 2023
Shiman Li
Haoran Wang
Yucong Meng
Chenxi Zhang
Zhijian Song
316
13
0
07 Feb 2023
CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection
AAAI Conference on Artificial Intelligence (AAAI), 2022
Xidong Peng
Xinge Zhu
Yuexin Ma
3DPC
345
37
0
01 Dec 2022
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Weihang Dai
Xuelong Li
Xinpeng Ding
Kwang-Ting Cheng
396
36
0
20 Oct 2022
Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels
W. Ma
Huifeng Yao
Yiqun Lin
Jia Guo
Xuelong Li
OOD
350
4
0
30 Sep 2022
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
467
280
0
28 Jul 2022
vMFNet: Compositionality Meets Domain-generalised Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Xiao Liu
Spyridon Thermos
Pedro Sanchez
Alison Q. OÑeil
Sotirios A. Tsaftaris
275
20
0
29 Jun 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Zizheng Yan
Yushuang Wu
Guanbin Li
Yipeng Qin
Xiaoguang Han
Shuguang Cui
307
41
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Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
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Huifeng Yao
Zezhong Li
Guoyan Zheng
Xuelong Li
178
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Less is More: Surgical Phase Recognition from Timestamp Supervision
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Xinpeng Ding
Xinjian Yan
Zixun Wang
Wei Zhao
Jian Zhuang
Xiaowei Xu
Xiaomeng Li
MedIm
309
25
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16 Feb 2022
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