| Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI | Oct 1, 2024 | AnatomyContrastive Learning | CodeCode Available | 0 |
| Devil is in Details: Locality-Aware 3D Abdominal CT Volume Generation for Self-Supervised Organ Segmentation | Sep 30, 2024 | Image GenerationMedical Image Analysis | CodeCode Available | 0 |
| Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration | Sep 29, 2024 | DecoderDeformable Medical Image Registration | —Unverified | 0 |
| Introducing SDICE: An Index for Assessing Diversity of Synthetic Medical Datasets | Sep 28, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation | Sep 28, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 2 |
| Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images | Sep 28, 2024 | Deep LearningImage Segmentation | —Unverified | 0 |
| 3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models | Sep 28, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography | Sep 26, 2024 | Medical Image Analysisparameter-efficient fine-tuning | CodeCode Available | 0 |
| Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO | Sep 24, 2024 | Lesion DetectionMamba | CodeCode Available | 0 |
| TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation | Sep 23, 2024 | DecoderImage Segmentation | CodeCode Available | 0 |
| Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism | Sep 20, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Semi-overcomplete convolutional auto-encoder embedding as shape priors for deep vessel segmentation | Sep 19, 2024 | Medical Image Analysis | —Unverified | 0 |
| Unsupervised Feature Orthogonalization for Learning Distortion-Invariant Representations | Sep 18, 2024 | Medical Image Analysis | CodeCode Available | 0 |
| EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis | Sep 18, 2024 | Knowledge DistillationMedical Image Analysis | —Unverified | 0 |
| Improved Unet model for brain tumor image segmentation based on ASPP-coordinate attention mechanism | Sep 13, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Quantifying Knee Cartilage Shape and Lesion: From Image to Metrics | Sep 11, 2024 | Data VisualizationImage Registration | CodeCode Available | 0 |
| Structure-Aware Single-Source Generalization with Pixel-Level Disentanglement for Joint Optic Disc and Cup Segmentation | Sep 10, 2024 | DisentanglementDomain Generalization | CodeCode Available | 1 |
| Continual Domain Incremental Learning for Privacy-aware Digital Pathology | Sep 10, 2024 | Continual LearningIncremental Learning | —Unverified | 0 |
| The Impact of Scanner Domain Shift on Deep Learning Performance in Medical Imaging: an Experimental Study | Sep 6, 2024 | AttributeDiagnostic | —Unverified | 0 |
| MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation | Sep 4, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| Kvasir-VQA: A Text-Image Pair GI Tract Dataset | Sep 2, 2024 | Image CaptioningImage Generation | CodeCode Available | 0 |
| Aligning Medical Images with General Knowledge from Large Language Models | Aug 31, 2024 | General KnowledgeMedical Image Analysis | CodeCode Available | 1 |
| Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD Detection | Aug 30, 2024 | counterfactualMedical Image Analysis | CodeCode Available | 1 |
| PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning | Aug 29, 2024 | Medical Image AnalysisPrompt Learning | CodeCode Available | 1 |
| Visual Prompt Engineering for Medical Vision Language Models in Radiology | Aug 28, 2024 | Classificationimage-classification | —Unverified | 0 |
