| Large-Scale 3D Medical Image Pre-training with Geometric Context Priors | Oct 13, 2024 | Contrastive LearningMedical Image Analysis | CodeCode Available | 3 | 5 |
| M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models | Mar 31, 2024 | Image-text RetrievalLanguage Modeling | CodeCode Available | 3 | 5 |
| SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks | Nov 20, 2023 | DiversityImage Segmentation | CodeCode Available | 3 | 5 |
| VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis | Feb 27, 2024 | Contrastive LearningMedical Image Analysis | CodeCode Available | 3 | 5 |
| Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis | Jun 5, 2024 | MambaMedical Image Analysis | CodeCode Available | 3 | 5 |
| MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration | Jan 25, 2024 | Computed Tomography (CT)Image Registration | CodeCode Available | 2 | 5 |
| Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review | Jan 9, 2023 | Medical Image Analysis | CodeCode Available | 2 | 5 |
| mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging | Apr 30, 2025 | AI AgentClassification | CodeCode Available | 2 | 5 |
| Med3DVLM: An Efficient Vision-Language Model for 3D Medical Image Analysis | Mar 25, 2025 | Contrastive LearningImage-text Retrieval | CodeCode Available | 2 | 5 |
| Exploring the Effect of Dataset Diversity in Self-Supervised Learning for Surgical Computer Vision | Jul 25, 2024 | DiversityMedical Image Analysis | CodeCode Available | 2 | 5 |
