| DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images | May 27, 2022 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 |
| CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation | May 19, 2022 | MRI segmentationSegmentation | —Unverified | 0 |
| A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation | Apr 5, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision | Mar 4, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation | Mar 1, 2022 | MRI segmentation | CodeCode Available | 0 |
| A Field of Experts Prior for Adapting Neural Networks at Test Time | Feb 10, 2022 | AnatomyLesion Segmentation | CodeCode Available | 0 |
| Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures | Jan 18, 2022 | MRI segmentationSegmentation | —Unverified | 0 |
| ViTBIS: Vision Transformer for Biomedical Image Segmentation | Jan 15, 2022 | DecoderImage Segmentation | —Unverified | 0 |
| FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI | Dec 17, 2021 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Causality-inspired Single-source Domain Generalization for Medical Image Segmentation | Nov 24, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Acquisition-invariant brain MRI segmentation with informative uncertainties | Nov 7, 2021 | MRI segmentationSegmentation | —Unverified | 0 |
| C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation | Oct 29, 2021 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data | Oct 20, 2021 | 3D Semantic SegmentationLiver Segmentation | CodeCode Available | 1 |
| Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation | Oct 5, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation | Sep 13, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 0 |
| A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation | Sep 6, 2021 | MRI segmentationSegmentation | —Unverified | 0 |
| Hierarchical 3D Feature Learning for Pancreas Segmentation | Sep 3, 2021 | Automated Pancreas SegmentationMRI segmentation | CodeCode Available | 0 |
| Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder | Aug 26, 2021 | MRI segmentationSegmentation | —Unverified | 0 |
| 3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework | Jul 26, 2021 | Brain Tumor SegmentationMRI segmentation | —Unverified | 0 |
| Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? | Jul 23, 2021 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| VTBIS: Vision Transformer for Biomedical Image Segmentation | Jul 20, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation | Jul 10, 2021 | AnatomyDomain Adaptation | CodeCode Available | 1 |
| Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation | Jul 8, 2021 | Missing LabelsMRI segmentation | CodeCode Available | 1 |
| DFENet: A Novel Dimension Fusion Edge Guided Network for Brain MRI Segmentation | May 17, 2021 | DecoderMRI segmentation | —Unverified | 0 |
| Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset | Mar 15, 2021 | MRI segmentation | —Unverified | 0 |
