| A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation | Apr 11, 2025 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Federated Learning for Medical Image Classification: A Comprehensive Benchmark | Apr 7, 2025 | Computational EfficiencyDenoising | —Unverified | 0 |
| DBF-UNet: A Two-Stage Framework for Carotid Artery Segmentation with Pseudo-Label Generation | Apr 1, 2025 | Medical Image AnalysisPseudo Label | CodeCode Available | 0 |
| WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation | Mar 31, 2025 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation | Mar 28, 2025 | Medical Image AnalysisPrivacy Preserving | —Unverified | 0 |
| iMedImage Technical Report | Mar 27, 2025 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| SeLIP: Similarity Enhanced Contrastive Language Image Pretraining for Multi-modal Head MRI | Mar 25, 2025 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| UMIT: Unifying Medical Imaging Tasks via Vision-Language Models | Mar 20, 2025 | DiagnosticMedical Image Analysis | CodeCode Available | 0 |
| DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation | Mar 14, 2025 | Diagnosticimage-classification | —Unverified | 0 |
| Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis | Mar 12, 2025 | DiagnosticGraph Neural Network | —Unverified | 0 |
