| BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability | Mar 3, 2023 | Cardiac SegmentationDomain Generalization | —Unverified | 0 |
| Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels | Jan 15, 2023 | Cardiac SegmentationImage-to-Image Translation | —Unverified | 0 |
| Cardiac Segmentation using Transfer Learning under Respiratory Motion Artifacts | Sep 20, 2022 | Cardiac SegmentationTransfer Learning | —Unverified | 0 |
| Self-Supervised Pretraining for 2D Medical Image Segmentation | Sep 1, 2022 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method | Jun 14, 2022 | 3D Reconstruction3D Shape Reconstruction | —Unverified | 0 |
| ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation | Jun 5, 2022 | Cardiac SegmentationSegmentation | CodeCode Available | 1 |
| Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation | May 24, 2022 | Cardiac SegmentationDisentanglement | —Unverified | 0 |
| Test-Time Adaptation with Shape Moments for Image Segmentation | May 16, 2022 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization | Apr 20, 2022 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels | Mar 3, 2022 | Anomaly DetectionCardiac Segmentation | CodeCode Available | 1 |
| Automatic Segmentation of Left Ventricle in Cardiac Magnetic Resonance Images | Jan 30, 2022 | Cardiac SegmentationSegmentation | —Unverified | 0 |
| Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics | Nov 25, 2021 | Active LearningAge Estimation | CodeCode Available | 0 |
| MISSFormer: An Effective Medical Image Segmentation Transformer | Sep 15, 2021 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks | Sep 9, 2021 | Cardiac SegmentationGaussian Processes | —Unverified | 0 |
| Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation | Aug 7, 2021 | Cardiac SegmentationData Augmentation | CodeCode Available | 1 |
| Source-Free Domain Adaptation for Image Segmentation | Aug 6, 2021 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation | Jul 8, 2021 | AnatomyCardiac Segmentation | —Unverified | 0 |
| Trilateral Attention Network for Real-time Medical Image Segmentation | Jun 17, 2021 | Cardiac SegmentationImage Segmentation | —Unverified | 0 |
| Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation | Jun 16, 2021 | Cardiac SegmentationDomain Adaptation | —Unverified | 0 |
| Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions | May 27, 2021 | Cardiac SegmentationComputed Tomography (CT) | —Unverified | 0 |
| Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation | May 12, 2021 | Cardiac SegmentationDecoder | CodeCode Available | 1 |
| Efficient Model Monitoring for Quality Control in Cardiac Image Segmentation | Apr 12, 2021 | Anomaly DetectionCardiac Segmentation | CodeCode Available | 0 |
| Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation | Mar 15, 2021 | Cardiac SegmentationContrastive Learning | CodeCode Available | 1 |
| TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation | Feb 8, 2021 | Cardiac SegmentationDecoder | CodeCode Available | 2 |
| Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation | Jan 7, 2021 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
