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Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation

Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation

IEEE Transactions on Image Processing (IEEE TIP), 2025
22 May 2025
Luyang Cao
Jianwei Li
Yinghuan Shi
ArXiv (abs)PDFHTML

Papers citing "Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation"

2 / 2 papers shown
Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation
Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation
Haoran Xi
Chen Liu
Xiaolin Li
109
0
0
30 Jul 2025
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and SpecialistsIEEE Transactions on Medical Imaging (IEEE TMI), 2025
Longji Xu
Zekun Li
Lei Qi
Qian Yu
Yinghuan Shi
Yang Gao
292
2
0
01 Apr 2025
1
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