| AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image Segmentation | Jun 25, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Learning Semi-Supervised Medical Image Segmentation from Spatial Registration | Sep 16, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation | Dec 20, 2024 | Auxiliary LearningImage Segmentation | CodeCode Available | 0 |
| Decoupled Competitive Framework for Semi-supervised Medical Image Segmentation | May 30, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation | Sep 12, 2024 | Image SegmentationMedical Diagnosis | CodeCode Available | 0 |
| A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation | Apr 16, 2020 | DecoderImage Segmentation | CodeCode Available | 0 |
| Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation | Dec 19, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 0 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation | Apr 20, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation | Jun 10, 2025 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation | Nov 22, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation | Oct 15, 2024 | DiversityImage Segmentation | CodeCode Available | 0 |
| Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation | Dec 26, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation | Jun 28, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Semi-supervised Medical Image Segmentation through Dual-task Consistency | Sep 9, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer | Dec 9, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation | Mar 18, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation | May 30, 2025 | Domain AdaptationImage Segmentation | CodeCode Available | 0 |
| Semi-supervised Medical Image Segmentation via Query Distribution Consistency | Nov 21, 2023 | DecoderImage Segmentation | CodeCode Available | 0 |
