| Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images | Feb 4, 2021 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Medical Datasets Collections for Artificial Intelligence-based Medical Image Analysis | Feb 2, 2021 | Medical Image Analysis | —Unverified | 0 |
| Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images | Jan 21, 2021 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary | Jan 18, 2021 | Federated LearningLesion Classification | —Unverified | 0 |
| Task-driven Self-supervised Bi-channel Networks for Diagnosis of Breast Cancers with Mammography | Jan 15, 2021 | DiagnosticGeneral Classification | —Unverified | 0 |
| Big Self-Supervised Models Advance Medical Image Classification | Jan 13, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Deep Learning applications for COVID-19 | Jan 11, 2021 | Deep LearningEpidemiology | —Unverified | 0 |
| Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer | Jan 11, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation | Jan 7, 2021 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition | Jan 1, 2021 | Image-text RetrievalMedical Image Analysis | CodeCode Available | 1 |
