| Fréchet Radiomic Distance (FRD): A Versatile Metric for Comparing Medical Imaging Datasets | Dec 2, 2024 | Computational EfficiencyImage Generation | CodeCode Available | 1 |
| INSIGHT: Explainable Weakly-Supervised Medical Image Analysis | Dec 2, 2024 | Inductive BiasMedical Image Analysis | —Unverified | 0 |
| Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis | Nov 30, 2024 | ClassificationDecoder | —Unverified | 0 |
| Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine | Nov 29, 2024 | Interactive SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis | Nov 27, 2024 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation | Nov 26, 2024 | DecoderLesion Segmentation | —Unverified | 0 |
| vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation | Nov 26, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 2 |
| Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2 | Nov 24, 2024 | ClassificationDiagnostic | CodeCode Available | 1 |
| Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction | Nov 21, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model | Nov 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Lung Disease Detection with Vision Transformers: A Comparative Study of Machine Learning Methods | Nov 18, 2024 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| Retinal Vessel Segmentation via Neuron Programming | Nov 17, 2024 | DiversityMedical Image Analysis | —Unverified | 0 |
| A Survey on Vision Autoregressive Model | Nov 13, 2024 | 3D GenerationBenchmarking | —Unverified | 0 |
| ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification | Nov 8, 2024 | Medical Image AnalysisPrivacy Preserving | —Unverified | 0 |
| Navigating Distribution Shifts in Medical Image Analysis: A Survey | Nov 5, 2024 | Domain GeneralizationFederated Learning | —Unverified | 0 |
| UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering | Nov 4, 2024 | ClusteringGraph Attention | CodeCode Available | 0 |
| Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting Operation | Nov 2, 2024 | Computational EfficiencyMedical Image Analysis | CodeCode Available | 0 |
| Revisiting MAE pre-training for 3D medical image segmentation | Oct 30, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Advanced Hybrid Deep Learning Model for Enhanced Classification of Osteosarcoma Histopathology Images | Oct 29, 2024 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| Towards Multi-dimensional Explanation Alignment for Medical Classification | Oct 28, 2024 | ClassificationMedical Image Analysis | —Unverified | 0 |
| KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation | Oct 28, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration | Oct 27, 2024 | DecoderImage Registration | CodeCode Available | 1 |
| DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis | Oct 24, 2024 | Binary ClassificationBreast Cancer Detection | —Unverified | 0 |
| MsMorph: An Unsupervised pyramid learning network for brain image registration | Oct 23, 2024 | Image RegistrationMedical Image Analysis | CodeCode Available | 0 |
| Deep Generative Models for 3D Medical Image Synthesis | Oct 23, 2024 | DenoisingDiversity | —Unverified | 0 |
