| 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 |
| Mutual Consistency Learning for Semi-supervised Medical Image Segmentation | Sep 21, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation | Aug 12, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation | Mar 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation | Jun 9, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging | Nov 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Gaze-Assisted Medical Image Segmentation | Oct 23, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation | Jul 20, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Adaptive Mix for Semi-Supervised Medical Image Segmentation | Jul 31, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI | Aug 31, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Analysing the effectiveness of a generative model for semi-supervised medical image segmentation | Nov 3, 2022 | Decision MakingImage Segmentation | —Unverified | 0 |
| An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation | Apr 10, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation | Jan 1, 2025 | DecoderImage Segmentation | —Unverified | 0 |
| ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation | Jun 24, 2020 | Autonomous DrivingImage Segmentation | —Unverified | 0 |
| Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation | Oct 16, 2024 | DiagnosticImage Segmentation | —Unverified | 0 |
| Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists | Apr 1, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation | Jan 1, 2025 | DiversityImage Segmentation | —Unverified | 0 |
| Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation | Feb 11, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning | Mar 18, 2025 | DecoderDiversity | —Unverified | 0 |
| C^3PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation | Jun 14, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation | Feb 1, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation | Oct 21, 2023 | Image SegmentationLeft Atrium Segmentation | —Unverified | 0 |
| Cross-adversarial local distribution regularization for semi-supervised medical image segmentation | Oct 2, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation | May 25, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
