| 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 |
| Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decomposition | Oct 3, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | CodeCode Available | 1 |
| 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 |
| Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization | Jul 22, 2024 | Age EstimationMRI segmentation | CodeCode Available | 1 |
| Enhanced Masked Image Modeling to Avoid Model Collapse on Multi-modal MRI Datasets | Jul 15, 2024 | MRI segmentationSelf-Supervised Learning | CodeCode Available | 1 |
| Exploiting Scale-Variant Attention for Segmenting Small Medical Objects | Jul 10, 2024 | Cell SegmentationMRI segmentation | CodeCode Available | 2 |
| An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation | Jul 3, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK Biobank | May 31, 2024 | EpidemiologyHoldout Set | CodeCode Available | 2 |
| TotalSegmentator MRI: Robust Sequence-independent Segmentation of Multiple Anatomic Structures in MRI | May 29, 2024 | MRI segmentation | CodeCode Available | 7 |
| The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI | May 28, 2024 | Brain Tumor SegmentationMRI segmentation | —Unverified | 0 |
| UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation | May 25, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation | May 25, 2024 | Domain AdaptationMRI segmentation | CodeCode Available | 1 |
| 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 |
| Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning | May 20, 2024 | BenchmarkingMRI segmentation | CodeCode Available | 2 |
| Improve Cross-Modality Segmentation by Treating T1-Weighted MRI Images as Inverted CT Scans | May 4, 2024 | Computed Tomography (CT)MRI segmentation | —Unverified | 0 |
| A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention | Apr 30, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| 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 |
