| Adversarial Robustness Analysis of Vision-Language Models in Medical Image Segmentation | May 5, 2025 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation | Jun 10, 2025 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis | Feb 13, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| An Unsupervised Learning Model for Deformable Medical Image Registration | Feb 7, 2018 | Deformable Medical Image RegistrationImage Registration | CodeCode Available | 0 |
| Stabilized Medical Image Attacks | Mar 9, 2021 | Adversarial AttackMedical Diagnosis | CodeCode Available | 0 |
| Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume Images | Oct 19, 2018 | Combinatorial OptimizationImage Registration | CodeCode Available | 0 |
| Extending SEEDS to a Supervoxel Algorithm for Medical Image Analysis | Feb 4, 2025 | Medical Image AnalysisSegmentation | CodeCode Available | 0 |
| Exploring the similarity of medical imaging classification problems | Jun 12, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Rep3D: Re-parameterize Large 3D Kernels with Low-Rank Receptive Modeling for Medical Imaging | May 26, 2025 | Inductive BiasMedical Image Analysis | CodeCode Available | 0 |
| Replication study: Development and validation of deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs | Mar 12, 2018 | Diabetic Retinopathy DetectionMedical Image Analysis | CodeCode Available | 0 |
| Exploring Self-Supervised Representation Learning For Low-Resource Medical Image Analysis | Mar 3, 2023 | Medical Image AnalysisPrognosis | CodeCode Available | 0 |
| Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs | Jun 6, 2019 | Deep LearningDiabetic Retinopathy Grading | CodeCode Available | 0 |
| Weakly Supervised Intracranial Hemorrhage Segmentation using Head-Wise Gradient-Infused Self-Attention Maps from a Swin Transformer in Categorical Learning | Apr 11, 2023 | Binary ClassificationImage Segmentation | CodeCode Available | 0 |
| Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer | Dec 18, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic Segmentation | Jul 16, 2018 | Data AugmentationMedical Image Analysis | CodeCode Available | 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 |
| MetaLR: Meta-tuning of Learning Rates for Transfer Learning in Medical Imaging | Jun 3, 2022 | Medical Image AnalysisMeta-Learning | CodeCode Available | 0 |
| exploreCOSMOS: Interactive Exploration of Conditional Statistical Shape Models in the Web-Browser | Feb 20, 2024 | Medical Image Analysis | CodeCode Available | 0 |
| Metric Learning for Image Registration | Apr 21, 2019 | Deep LearningDeformable Medical Image Registration | CodeCode Available | 0 |
| Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images | Dec 28, 2022 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 |
| Evaluating the Impact of Intensity Normalization on MR Image Synthesis | Dec 11, 2018 | Image GenerationImputation | CodeCode Available | 0 |
| MG-3D: Multi-Grained Knowledge-Enhanced 3D Medical Vision-Language Pre-training | Dec 8, 2024 | Contrastive LearningMedical Image Analysis | CodeCode Available | 0 |
| Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images | Jan 28, 2024 | Cell SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-Net | Jul 18, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation | Oct 1, 2022 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 0 |
