| RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation | Jan 13, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation | Jan 11, 2023 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation | Jan 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation | Jan 1, 2023 | Colorectal Gland Segmentation:Contrastive Learning | CodeCode Available | 1 |
| MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation | Jan 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery | Dec 29, 2022 | AnatomyData Augmentation | CodeCode Available | 1 |
| Analysing the effectiveness of a generative model for semi-supervised medical image segmentation | Nov 3, 2022 | Decision MakingImage Segmentation | —Unverified | 0 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels | Sep 27, 2022 | AnatomyContrastive Learning | CodeCode Available | 0 |
| Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI | Aug 31, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation | Aug 21, 2022 | Medical Image AnalysisSemantic Segmentation | CodeCode Available | 2 |
| 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 |
| Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation | Aug 8, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation | Jun 18, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation | Jun 3, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Translation Consistent Semi-supervised Segmentation for 3D Medical Images | Mar 28, 2022 | Brain Tumor SegmentationImage 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 |
| Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training | Feb 12, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation | Feb 1, 2022 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 1 |
| Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation | Dec 17, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer | Dec 9, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation | Dec 5, 2021 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation | Nov 23, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
