| D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation | Mar 15, 2024 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ Segmentation | Mar 12, 2024 | Organ SegmentationSegmentation | CodeCode Available | 0 |
| Dcl-Net: Dual Contrastive Learning Network for Semi-Supervised Multi-Organ Segmentation | Mar 6, 2024 | Contrastive LearningOrgan Segmentation | —Unverified | 0 |
| AnatoMix: Anatomy-aware Data Augmentation for Multi-organ Segmentation | Mar 5, 2024 | AnatomyData Augmentation | —Unverified | 0 |
| Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel bases | Feb 26, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Label-efficient Multi-organ Segmentation Method with Diffusion Model | Feb 23, 2024 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| 3D Vascular Segmentation Supervised by 2D Annotation of Maximum Intensity Projection | Feb 19, 2024 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| Application analysis of ai technology combined with spiral CT scanning in early lung cancer screening | Jan 26, 2024 | Organ SegmentationPrognosis | —Unverified | 0 |
| Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization | Jan 23, 2024 | AnatomyCT Reconstruction | —Unverified | 0 |
| U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation | Jan 9, 2024 | Cell SegmentationImage Segmentation | CodeCode Available | 2 |
| BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation | Jan 1, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention | Dec 14, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting | Dec 7, 2023 | Medical Image AnalysisOrgan Segmentation | CodeCode Available | 1 |
| Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks | Dec 4, 2023 | Few-Shot LearningMedical Image Analysis | CodeCode Available | 1 |
| Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans | Nov 29, 2023 | Diagnosticimage-classification | —Unverified | 0 |
| Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning | Nov 21, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| UniMOS: A Universal Framework For Multi-Organ Segmentation Over Label-Constrained Datasets | Nov 17, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation | Nov 17, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Transfer learning from a sparsely annotated dataset of 3D medical images | Nov 8, 2023 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| Leveraging point annotations in segmentation learning with boundary loss | Nov 6, 2023 | Computational EfficiencyHeart Segmentation | —Unverified | 0 |
| Pelvic floor MRI segmentation based on semi-supervised deep learning | Nov 6, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| LLM-driven Multimodal Target Volume Contouring in Radiation Oncology | Nov 3, 2023 | Organ Segmentation | CodeCode Available | 1 |
| SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation | Oct 26, 2023 | Brain Tumor SegmentationDecoder | —Unverified | 0 |
| 3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers | Oct 11, 2023 | DecoderImage Segmentation | CodeCode Available | 4 |
| AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge | Oct 7, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 0 |