| PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis | Jan 2, 2023 | Brain Tumor SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models | Jan 1, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Swin MAE: Masked Autoencoders for Small Datasets | Dec 28, 2022 | Medical Image AnalysisTransfer Learning | CodeCode Available | 1 |
| MedDeblur: Medical Image Deblurring with Residual Dense Spatial-Asymmetric Attention | Dec 27, 2022 | DeblurringImage Deblurring | CodeCode Available | 1 |
| RadFormer: Transformers with Global-Local Attention for Interpretable and Accurate Gallbladder Cancer Detection | Nov 9, 2022 | Gallbladder Cancer DetectionMedical Image Analysis | CodeCode Available | 1 |
| SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading | Oct 20, 2022 | Contrastive LearningDiabetic Retinopathy Grading | CodeCode Available | 1 |
| Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT Scans | Oct 14, 2022 | Computed Tomography (CT)Data Augmentation | CodeCode Available | 1 |
| UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation | Sep 28, 2022 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks | Sep 25, 2022 | Medical Image AnalysisSelf-Supervised Learning | CodeCode Available | 1 |
| OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics | Sep 22, 2022 | Medical Image AnalysisTime Series Analysis | CodeCode Available | 1 |
