| Enhancing Medical Image Analysis through Geometric and Photometric transformations | Jan 23, 2025 | Data AugmentationMedical Image Analysis | —Unverified | 0 |
| FedDAG: Federated Domain Adversarial Generation Towards Generalizable Medical Image Analysis | Jan 22, 2025 | AttributeDomain Generalization | —Unverified | 0 |
| Enhancing Diagnostic in 3D COVID-19 Pneumonia CT-scans through Explainable Uncertainty Bayesian Quantification | Jan 18, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| MedFILIP: Medical Fine-grained Language-Image Pre-training | Jan 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning | Jan 16, 2025 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation | Jan 15, 2025 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation | Jan 14, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 2 |
| Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation | Jan 14, 2025 | Active Learningclass-incremental learning | CodeCode Available | 0 |
| MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis | Jan 12, 2025 | DiagnosticLesion Detection | —Unverified | 0 |
| A Steerable Deep Network for Model-Free Diffusion MRI Registration | Jan 8, 2025 | Diffusion MRIMedical Image Analysis | —Unverified | 0 |
