| MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention | Dec 14, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ Segmentation | Sep 7, 2023 | Organ SegmentationSegmentation | CodeCode Available | 2 |
| Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training | Jul 31, 2023 | Organ SegmentationRepresentation Learning | CodeCode Available | 2 |
| AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks | May 16, 2023 | 8kActive Learning | CodeCode Available | 2 |
| Customized Segment Anything Model for Medical Image Segmentation | Apr 26, 2023 | DecoderImage Segmentation | CodeCode Available | 2 |
| CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection | Jan 2, 2023 | Organ SegmentationSegmentation | CodeCode Available | 2 |
| TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation | Feb 8, 2021 | Cardiac SegmentationDecoder | CodeCode Available | 2 |
| CRISP-SAM2: SAM2 with Cross-Modal Interaction and Semantic Prompting for Multi-Organ Segmentation | Jun 29, 2025 | Organ Segmentation | CodeCode Available | 1 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation | Mar 23, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
