| LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation | Apr 7, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 2 |
| SegVol: Universal and Interactive Volumetric Medical Image Segmentation | Nov 22, 2023 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 2 |
| SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images | Oct 23, 2023 | 3D ArchitectureImage Segmentation | CodeCode Available | 2 |
| MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation | Mar 17, 2023 | DecoderImage Segmentation | CodeCode Available | 2 |
| TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration | Jun 20, 2025 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 |
| D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation | Mar 15, 2024 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation | Nov 8, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation | Oct 17, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation | Sep 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
