| Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data | Nov 28, 2020 | Data AugmentationImage Segmentation | —Unverified | 0 |
| DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets | Nov 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation | Nov 19, 2020 | Few-Shot LearningImage Segmentation | —Unverified | 0 |
| Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features | Oct 31, 2020 | 3D ClassificationBinary Classification | CodeCode Available | 1 |
| AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? | Oct 28, 2020 | Continual LearningOrgan Segmentation | CodeCode Available | 1 |
| Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis | Aug 30, 2020 | Medical Image AnalysisOrgan Segmentation | CodeCode Available | 0 |
| Multi-organ Segmentation via Co-training Weight-averaged Models from Few-organ Datasets | Aug 17, 2020 | Organ Segmentation | —Unverified | 0 |
| Continual Class Incremental Learning for CT Thoracic Segmentation | Aug 12, 2020 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation | Jul 20, 2020 | Cardiac SegmentationFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation | Jul 19, 2020 | Image ReconstructionOrgan Segmentation | —Unverified | 0 |
| PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation | Jul 18, 2020 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 1 |
| Marginal loss and exclusion loss for partially supervised multi-organ segmentation | Jul 8, 2020 | Organ SegmentationSegmentation | —Unverified | 0 |
| Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation | Jun 28, 2020 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation | May 18, 2020 | Domain AdaptationOrgan Segmentation | —Unverified | 0 |
| A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis | Apr 25, 2020 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN | Mar 24, 2020 | Computed Tomography (CT)GPU | —Unverified | 0 |
| MCMC Guided CNN Training and Segmentation for Pancreas Extraction | Mar 9, 2020 | Organ SegmentationPancreas Segmentation | —Unverified | 0 |
| Outlier Guided Optimization of Abdominal Segmentation | Feb 10, 2020 | Active LearningComputed Tomography (CT) | —Unverified | 0 |
| Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives | Feb 10, 2020 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation | Feb 6, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Age-Conditioned Synthesis of Pediatric Computed Tomography with Auxiliary Classifier Generative Adversarial Networks | Jan 31, 2020 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |
| Deep Learning in Multi-organ Segmentation | Jan 28, 2020 | Deep LearningImage Segmentation | —Unverified | 0 |
| Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks | Jan 26, 2020 | AnatomyDecision Making | —Unverified | 0 |
| CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation | Jan 17, 2020 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| Unpaired Multi-modal Segmentation via Knowledge Distillation | Jan 6, 2020 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
