| 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 |
| Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons | Nov 23, 2024 | Data AugmentationDecoder | —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 |
| Towards Population Scale Testis Volume Segmentation in DIXON MRI | Oct 30, 2024 | MRI segmentationSegmentation | —Unverified | 0 |
| Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI | Oct 29, 2024 | Federated LearningMRI segmentation | —Unverified | 0 |
| Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation | Oct 21, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Segmentation of Pediatric Brain Tumors using a Radiologically informed, Deep Learning Cascade | Oct 17, 2024 | Brain Tumor SegmentationMRI segmentation | —Unverified | 0 |
| 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 |
| An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion | Oct 9, 2024 | MRI segmentationMyocardium Segmentation | —Unverified | 0 |
| Lost in Tracking: Uncertainty-guided Cardiac Cine MRI Segmentation at Right Ventricle Base | Oct 4, 2024 | MRI segmentationSegmentation | —Unverified | 0 |
| Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models | Sep 27, 2024 | Anomaly DetectionKnowledge Distillation | —Unverified | 0 |
| Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement | Sep 9, 2024 | DiagnosticMRI segmentation | —Unverified | 0 |
| Distribution-Aware Replay for Continual MRI Segmentation | Jul 30, 2024 | Continual LearningHippocampus | —Unverified | 0 |
| Dense Self-Supervised Learning for Medical Image Segmentation | Jul 29, 2024 | DecoderImage Segmentation | —Unverified | 0 |
| The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI | May 28, 2024 | Brain Tumor SegmentationMRI segmentation | —Unverified | 0 |
| Enhancing Generalized Fetal Brain MRI Segmentation using A Cascade Network with Depth-wise Separable Convolution and Attention Mechanism | May 24, 2024 | MRI segmentationSegmentation | —Unverified | 0 |
| Improve Cross-Modality Segmentation by Treating T1-Weighted MRI Images as Inverted CT Scans | May 4, 2024 | Computed Tomography (CT)MRI segmentation | —Unverified | 0 |
| How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks | Apr 4, 2024 | MRI segmentation | —Unverified | 0 |
| A Probabilistic Hadamard U-Net for MRI Bias Field Correction | Mar 8, 2024 | MRI segmentation | CodeCode Available | 0 |
| Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation | Mar 4, 2024 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Cloud-based Federated Learning Framework for MRI Segmentation | Mar 1, 2024 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |