| Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation | Oct 5, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation | Jul 10, 2021 | AnatomyDomain Adaptation | CodeCode Available | 1 |
| Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation | Jul 8, 2021 | Missing LabelsMRI segmentation | CodeCode Available | 1 |
| Learning Directional Feature Maps for Cardiac MRI Segmentation | Jul 22, 2020 | Cardiac SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation | Jul 18, 2020 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 1 |
| Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains | Jul 4, 2020 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset | Apr 29, 2020 | MRI segmentationSegmentation | CodeCode Available | 1 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation | Mar 4, 2020 | Brain SegmentationMRI segmentation | CodeCode Available | 1 |
| Cardiac MRI Segmentation with Strong Anatomical Guarantees | Jul 5, 2019 | Cardiac SegmentationMRI segmentation | CodeCode Available | 1 |
| Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation | Mar 7, 2019 | MRI segmentationSegmentation | CodeCode Available | 1 |
| Weighted Mean Frequencies: a handcraft Fourier feature for 4D Flow MRI segmentation | Jun 25, 2025 | MRI segmentationSegmentation | —Unverified | 0 |
| Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities | May 22, 2025 | Brain Tumor SegmentationIncremental Learning | CodeCode Available | 0 |
| SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation | May 22, 2025 | MambaMRI segmentation | —Unverified | 0 |
| Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation | May 15, 2025 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge | May 5, 2025 | MRI segmentationSegmentation | —Unverified | 0 |
| Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art Performance | Apr 17, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg | Apr 14, 2025 | Data AugmentationMRI segmentation | —Unverified | 0 |
| Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation | Apr 6, 2025 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| Dynamically evolving segment anything model with continuous learning for medical image segmentation | Mar 8, 2025 | DiversityImage Segmentation | —Unverified | 0 |
| Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor Segmentation | Mar 7, 2025 | Brain Tumor SegmentationMRI segmentation | CodeCode Available | 0 |
| Deep Learning-Based Approach for Automatic 2D and 3D MRI Segmentation of Gliomas | Feb 27, 2025 | Computational EfficiencyMRI segmentation | —Unverified | 0 |
| SAMRI-2: A Memory-based Model for Cartilage and Meniscus Segmentation in 3D MRIs of the Knee Joint | Feb 14, 2025 | MRI segmentationSegmentation | —Unverified | 0 |
| Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates | Jan 31, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data Release | Jan 30, 2025 | AnatomyBrain Segmentation | CodeCode Available | 0 |
| No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling | Jan 18, 2025 | CPUGPU | —Unverified | 0 |
