| 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 | 5 |
| A 3D generative model of pathological multi-modal MR images and segmentations | Nov 8, 2023 | Data AugmentationMRI segmentation | CodeCode Available | 1 | 5 |
| OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data | Oct 20, 2021 | 3D Semantic SegmentationLiver Segmentation | CodeCode Available | 1 | 5 |
| Attentive Symmetric Autoencoder for Brain MRI Segmentation | Sep 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation | Jun 10, 2022 | Medical Image AnalysisMRI segmentation | CodeCode Available | 1 | 5 |
| Learning Directional Feature Maps for Cardiac MRI Segmentation | Jul 22, 2020 | Cardiac SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation | May 25, 2024 | Image SegmentationMamba | CodeCode Available | 1 | 5 |
| A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention | Apr 30, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images | May 27, 2022 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| Enhanced Masked Image Modeling to Avoid Model Collapse on Multi-modal MRI Datasets | Jul 15, 2024 | MRI segmentationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| QCResUNet: Joint Subject-level and Voxel-level Segmentation Quality Prediction | Dec 10, 2024 | Brain Tumor SegmentationMRI segmentation | CodeCode Available | 0 | 5 |
| REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation | Oct 14, 2024 | Knowledge DistillationMedical Image Analysis | CodeCode Available | 0 | 5 |
| ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation | Oct 22, 2023 | Domain AdaptationMRI segmentation | CodeCode Available | 0 | 5 |
| A Probabilistic Hadamard U-Net for MRI Bias Field Correction | Mar 8, 2024 | MRI segmentation | CodeCode Available | 0 | 5 |
| MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets | Jan 4, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation | Oct 30, 2024 | AnatomyMRI segmentation | CodeCode Available | 0 | 5 |
| Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation | Oct 21, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Multi-planar 3D knee MRI segmentation via UNet inspired architectures | Dec 20, 2022 | MRI segmentationSegmentation | CodeCode Available | 0 | 5 |
| Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation | Aug 12, 2019 | Domain AdaptationMRI segmentation | CodeCode Available | 0 | 5 |
| Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentation | Sep 11, 2023 | Brain SegmentationMRI segmentation | CodeCode Available | 0 | 5 |
| Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural Network | Oct 16, 2017 | Brain SegmentationInfant Brain Mri Segmentation | CodeCode Available | 0 | 5 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Improved post-hoc probability calibration for out-of-domain MRI segmentation | Aug 4, 2022 | Image SegmentationMRI segmentation | CodeCode Available | 0 | 5 |
| HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation | Sep 13, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 0 | 5 |
