| The Security of Deep Learning Defences for Medical Imaging | Jan 21, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| SoftDropConnect (SDC) -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image Analysis | Jan 20, 2022 | Bayesian InferenceClassification | CodeCode Available | 0 |
| MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images | Jan 10, 2022 | Data AugmentationManagement | —Unverified | 0 |
| Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training | Jan 5, 2022 | Contrastive LearningMedical Image Analysis | CodeCode Available | 1 |
| Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity | Jan 4, 2022 | Medical Image AnalysisTransfer Learning | —Unverified | 0 |
| Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images | Jan 4, 2022 | 3D Semantic SegmentationBrain Tumor Segmentation | CodeCode Available | 2 |
| CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning | Jan 1, 2022 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| On the relationship between calibrated predictors and unbiased volume estimation | Dec 23, 2021 | Active LearningImage Segmentation | CodeCode Available | 0 |
| Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays | Dec 22, 2021 | Medical Image Analysis | CodeCode Available | 0 |
| Explainable Medical Imaging AI Needs Human-Centered Design: Guidelines and Evidence from a Systematic Review | Dec 21, 2021 | Medical Image Analysis | —Unverified | 0 |
