| Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study | Apr 30, 2021 | Computed Tomography (CT)Denoising | CodeCode Available | 0 | 5 |
| UMIT: Unifying Medical Imaging Tasks via Vision-Language Models | Mar 20, 2025 | DiagnosticMedical Image Analysis | CodeCode Available | 0 | 5 |
| Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging Classification | Feb 12, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image | Jun 20, 2024 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Adversarial Robustness Analysis of Vision-Language Models in Medical Image Segmentation | May 5, 2025 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Frequency-Based Federated Domain Generalization for Polyp Segmentation | Oct 2, 2024 | Domain GeneralizationFederated Learning | CodeCode Available | 0 | 5 |
| Generalizing Medical Image Representations via Quaternion Wavelet Networks | Oct 16, 2023 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Estimating and Improving Fairness with Adversarial Learning | Mar 7, 2021 | Deep LearningFairness | CodeCode Available | 0 | 5 |
| Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning | Feb 23, 2024 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation | Jul 25, 2019 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Going to Extremes: Weakly Supervised Medical Image Segmentation | Sep 25, 2020 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey | May 5, 2023 | BenchmarkingImage Generation | CodeCode Available | 0 | 5 |
| Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels | Nov 24, 2022 | Federated LearningMedical Diagnosis | CodeCode Available | 0 | 5 |
| FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis | Mar 20, 2024 | Medical Image AnalysisTransfer Learning | CodeCode Available | 0 | 5 |
| Few-shot Diagnosis of Chest x-rays Using an Ensemble of Random Discriminative Subspaces | Aug 31, 2023 | Few-Shot LearningMedical Image Analysis | CodeCode Available | 0 | 5 |
| Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer | Oct 5, 2018 | Medical Image AnalysisTumor Segmentation | CodeCode Available | 0 | 5 |
| FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis | Feb 13, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks | Jul 25, 2019 | DiagnosticImage Registration | CodeCode Available | 0 | 5 |
| CLIP-IT: CLIP-based Pairing for Histology Images Classification | Apr 22, 2025 | Medical Image Analysisparameter-efficient fine-tuning | CodeCode Available | 0 | 5 |
| Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images | Dec 28, 2022 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 | 5 |
| CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification | Dec 12, 2023 | Contrastive LearningHistopathological Image Classification | CodeCode Available | 0 | 5 |
| Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors | Jun 11, 2020 | Adversarial AttackMedical Image Analysis | CodeCode Available | 0 | 5 |
| Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume Images | Oct 19, 2018 | Combinatorial OptimizationImage Registration | CodeCode Available | 0 | 5 |
| Evaluating the Impact of Intensity Normalization on MR Image Synthesis | Dec 11, 2018 | Image GenerationImputation | CodeCode Available | 0 | 5 |
| Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data | Sep 20, 2019 | BenchmarkingEnsemble Learning | CodeCode Available | 0 | 5 |
