| DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation | Jul 13, 2024 | DenoisingImage Segmentation | CodeCode Available | 2 |
| S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation | Jul 10, 2024 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation | Jul 7, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation | Jun 28, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation | May 26, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation | May 12, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation | May 1, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation | May 1, 2024 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Mixed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation | Apr 16, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation | Apr 13, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 2 |
| An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation | Apr 10, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation | Apr 9, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation | Apr 9, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation | Mar 17, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation Strategies | Feb 17, 2024 | Data AugmentationDiversity | CodeCode Available | 1 |
| Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation | Feb 11, 2024 | Cardiac SegmentationContrastive Learning | CodeCode Available | 4 |
| Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs | Jan 25, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation | Dec 26, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation | Dec 12, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization | Dec 11, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation | Nov 29, 2023 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Semi-supervised Medical Image Segmentation via Query Distribution Consistency | Nov 21, 2023 | DecoderImage Segmentation | CodeCode Available | 0 |
| Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation | Nov 20, 2023 | BenchmarkingImage Segmentation | —Unverified | 0 |
| SSASS: Semi-Supervised Approach for Stenosis Segmentation | Nov 17, 2023 | Medical Image SegmentationPseudo Label | —Unverified | 0 |
| Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation | Nov 17, 2023 | DecoderImage Segmentation | CodeCode Available | 0 |
