| GroundingDINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models | Jun 30, 2025 | Organ SegmentationSegmentation | —Unverified | 0 |
| CRISP-SAM2: SAM2 with Cross-Modal Interaction and Semantic Prompting for Multi-Organ Segmentation | Jun 29, 2025 | Organ Segmentation | CodeCode Available | 1 |
| DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling | Jun 5, 2025 | AnatomyBrain Tumor Segmentation | —Unverified | 0 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| Auto-nnU-Net: Towards Automated Medical Image Segmentation | May 22, 2025 | AutoMLComputational Efficiency | CodeCode Available | 0 |
| MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation | May 15, 2025 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 |
| BoundarySeg:An Embarrassingly Simple Method To Boost Medical Image Segmentation Performance for Low Data Regimes | May 14, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| RadSAM: Segmenting 3D radiological images with a 2D promptable model | Apr 29, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| MediAug: Exploring Visual Augmentation in Medical Imaging | Apr 26, 2025 | Brain Tumor ClassificationData Augmentation | CodeCode Available | 0 |
| Anatomy-constrained modelling of image-derived input functions in dynamic PET using multi-organ segmentation | Apr 23, 2025 | AnatomyOrgan Segmentation | CodeCode Available | 0 |
