| Swap-Free Fat-Water Separation in Dixon MRI using Conditional Generative Adversarial Networks | Jul 29, 2021 | Generative Adversarial NetworkOrgan Segmentation | —Unverified | 0 |
| VTBIS: Vision Transformer for Biomedical Image Segmentation | Jul 20, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation | Jul 16, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift | Jul 13, 2021 | Image SegmentationOrgan Segmentation | —Unverified | 0 |
| TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation | Jul 12, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images | Jul 10, 2021 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images | Jul 8, 2021 | GPUOrgan Segmentation | —Unverified | 0 |
| More than Encoder: Introducing Transformer Decoder to Upsample | Jun 20, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| A multi-stage GAN for multi-organ chest X-ray image generation and segmentation | Jun 9, 2021 | Data AugmentationImage Generation | —Unverified | 0 |
| Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation | May 17, 2021 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| SA-GAN: Structure-Aware GAN for Organ-Preserving Synthetic CT Generation | May 14, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Evaluating the Robustness of Self-Supervised Learning in Medical Imaging | May 14, 2021 | Organ SegmentationPneumonia Detection | —Unverified | 0 |
| Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model | Apr 27, 2021 | DenoisingMedical Image Analysis | CodeCode Available | 0 |
| FocusNetv2: Imbalanced Large and Small Organ Segmentation with Adversarial Shape Constraint for Head and Neck CT Images | Apr 5, 2021 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation | Mar 30, 2021 | Medical Image AnalysisOne-Shot Segmentation | —Unverified | 0 |
| UNETR: Transformers for 3D Medical Image Segmentation | Mar 18, 2021 | 3D Medical Imaging SegmentationDecoder | CodeCode Available | 3 |
| A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation | Mar 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Uncertainty-aware Incremental Learning for Multi-organ Segmentation | Mar 9, 2021 | EthicsIncremental Learning | —Unverified | 0 |
| Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets | Mar 8, 2021 | Incremental LearningOrgan Segmentation | —Unverified | 0 |
| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation | Feb 8, 2021 | Cardiac SegmentationDecoder | CodeCode Available | 2 |
| Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study | Jan 25, 2021 | Image SegmentationLiver Segmentation | CodeCode Available | 0 |
| RAP-Net: Coarse-to-Fine Multi-Organ Segmentation with Single Random Anatomical Prior | Dec 23, 2020 | Organ SegmentationSegmentation | CodeCode Available | 0 |
| Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation | Dec 16, 2020 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation | Dec 6, 2020 | Graph LearningOrgan Segmentation | CodeCode Available | 1 |
