| Weighted Mean Frequencies: a handcraft Fourier feature for 4D Flow MRI segmentation | Jun 25, 2025 | MRI segmentationSegmentation | —Unverified | 0 |
| SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation | May 22, 2025 | MambaMRI segmentation | —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 |
| 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 |
| Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation | Jan 6, 2025 | Cardiac SegmentationFederated Learning | —Unverified | 0 |
| A fuzzy rank-based ensemble of CNN models for MRI segmentation | Dec 28, 2024 | Decision MakingMRI segmentation | CodeCode Available | 0 |
| VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation | Dec 20, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 |
| QCResUNet: Joint Subject-level and Voxel-level Segmentation Quality Prediction | Dec 10, 2024 | Brain Tumor SegmentationMRI segmentation | CodeCode Available | 0 |
| MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities | Dec 4, 2024 | Image GenerationImage Segmentation | CodeCode Available | 1 |
| Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons | Nov 23, 2024 | Data AugmentationDecoder | —Unverified | 0 |
| Towards Population Scale Testis Volume Segmentation in DIXON MRI | Oct 30, 2024 | MRI segmentationSegmentation | —Unverified | 0 |
| Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation | Oct 30, 2024 | AnatomyMRI segmentation | CodeCode Available | 0 |
| Revisiting MAE pre-training for 3D medical image segmentation | Oct 30, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI | Oct 29, 2024 | Federated LearningMRI segmentation | —Unverified | 0 |
