| UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier | Dec 17, 2021 | Image ClassificationMedical Image Analysis | CodeCode Available | 1 |
| Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications | Dec 14, 2021 | Medical Image AnalysisRepresentation Learning | —Unverified | 0 |
| Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image Augmentation | Dec 12, 2021 | Federated LearningImage Augmentation | CodeCode Available | 0 |
| Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography | Dec 8, 2021 | Medical Image Analysis | —Unverified | 0 |
| Dynamic multi feature-class Gaussian process models | Dec 8, 2021 | Decision MakingManagement | —Unverified | 0 |
| Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning | Dec 8, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Deep Efficient Continuous Manifold Learning for Time Series Modeling | Dec 3, 2021 | Action RecognitionIrregular Time Series | CodeCode Available | 0 |
| FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis | Dec 2, 2021 | Artifact DetectionBackdoor Attack | CodeCode Available | 1 |
| Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data | Dec 2, 2021 | Medical Image AnalysisTumor Segmentation | —Unverified | 0 |
| Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis | Nov 29, 2021 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
