| Enhancing Transfer Learning for Medical Image Classification with SMOTE: A Comparative Study | Dec 28, 2024 | Brain Tumor ClassificationDiabetic Retinopathy Detection | —Unverified | 0 |
| Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation | Dec 27, 2024 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis | Dec 24, 2024 | Contrastive LearningFederated Learning | —Unverified | 0 |
| Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance Attention | Dec 24, 2024 | Deformable Medical Image RegistrationImage Registration | CodeCode Available | 0 |
| Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks | Dec 23, 2024 | Medical Image Analysis | CodeCode Available | 0 |
| Enhancing Reconstruction-Based Out-of-Distribution Detection in Brain MRI with Model and Metric Ensembles | Dec 23, 2024 | Medical Image AnalysisOut-of-Distribution Detection | CodeCode Available | 0 |
| Diffusion-Based Approaches in Medical Image Generation and Analysis | Dec 22, 2024 | Image GenerationMedical Image Analysis | —Unverified | 0 |
| Divide and Conquer: Grounding a Bleeding Areas in Gastrointestinal Image with Two-Stage Model | Dec 21, 2024 | Medical Image AnalysisMulti-Task Learning | CodeCode Available | 0 |
| Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer | Dec 18, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments | Dec 18, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
