| Robust Fairness Vision-Language Learning for Medical Image Analysis | May 6, 2025 | FairnessMedical Image Analysis | CodeCode Available | 0 |
| Reinforced Correlation Between Vision and Language for Precise Medical AI Assistant | May 6, 2025 | Cell SegmentationMedical Image Analysis | —Unverified | 0 |
| Adversarial Robustness Analysis of Vision-Language Models in Medical Image Segmentation | May 5, 2025 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Anyprefer: An Agentic Framework for Preference Data Synthesis | Apr 27, 2025 | Medical Image AnalysisText Generation | —Unverified | 0 |
| CLIP-IT: CLIP-based Pairing for Histology Images Classification | Apr 22, 2025 | Medical Image Analysisparameter-efficient fine-tuning | CodeCode Available | 0 |
| Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation | Apr 20, 2025 | DiagnosticImage Segmentation | —Unverified | 0 |
| Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization | Apr 17, 2025 | Cell SegmentationImage Segmentation | —Unverified | 0 |
| Embedding Radiomics into Vision Transformers for Multimodal Medical Image Classification | Apr 15, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction | Apr 14, 2025 | Exposure CorrectionImage Enhancement | —Unverified | 0 |
| Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations | Apr 11, 2025 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| 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 |
| QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image Segmentation | Mar 12, 2025 | Active LearningImage Segmentation | CodeCode Available | 0 |
| Deep Perceptual Enhancement for Medical Image Analysis | Mar 11, 2025 | DenoisingImage Enhancement | CodeCode Available | 0 |
| Keeping Representation Similarity in Finetuning for Medical Image Analysis | Mar 10, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Synthetic Lung X-ray Generation through Cross-Attention and Affinity Transformation | Mar 10, 2025 | Image GenerationMedical Image Analysis | —Unverified | 0 |
| Improving cognitive diagnostics in pathology: a deep learning approach for augmenting perceptional understanding of histopathology images | Mar 10, 2025 | DiagnosticImage Captioning | —Unverified | 0 |