| 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 |
