| Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans | Feb 1, 2023 | Continual Semantic SegmentationDecoder | —Unverified | 0 |
| CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans | Jan 28, 2023 | DiagnosticOrgan Segmentation | —Unverified | 0 |
| SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations | Jan 17, 2023 | Federated LearningImage Segmentation | —Unverified | 0 |
| Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans | Jan 1, 2023 | Continual Semantic SegmentationDecoder | —Unverified | 0 |
| Eff-3DPSeg: 3D organ-level plant shoot segmentation using annotation-efficient point clouds | Dec 20, 2022 | Instance SegmentationOrgan Segmentation | —Unverified | 0 |
| Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation | Nov 16, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT | Nov 11, 2022 | Image SegmentationKnowledge Distillation | CodeCode Available | 0 |
| UNet-2022: Exploring Dynamics in Non-isomorphic Architecture | Oct 27, 2022 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Large Batch and Patch Size Training for Medical Image Segmentation | Oct 24, 2022 | GPUImage Segmentation | —Unverified | 0 |
| Adaptive Contrastive Learning with Dynamic Correlation for Multi-Phase Organ Segmentation | Oct 16, 2022 | Computed Tomography (CT)Contrastive Learning | CodeCode Available | 0 |
| Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks | Oct 9, 2022 | DecoderImage Segmentation | CodeCode Available | 0 |
| Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEs | Oct 7, 2022 | Adversarial DefenseFew-Shot Learning | CodeCode Available | 0 |
| 3D Cross-Pseudo Supervision (3D-CPS): A semi-supervised nnU-Net architecture for abdominal organ segmentation | Sep 19, 2022 | Organ Segmentation | CodeCode Available | 0 |
| Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEs | Aug 26, 2022 | Adversarial RobustnessFew-Shot Learning | CodeCode Available | 0 |
| Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model | Aug 24, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation | Aug 15, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation | Aug 2, 2022 | DecoderOrgan Segmentation | —Unverified | 0 |
| Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor | Jul 29, 2022 | Lesion SegmentationOrgan Segmentation | —Unverified | 0 |
| COBRA: Cpu-Only aBdominal oRgan segmentAtion | Jul 21, 2022 | CPUGPU | —Unverified | 0 |
| Large-Kernel Attention for 3D Medical Image Segmentation | Jul 19, 2022 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation | Jun 28, 2022 | Contrastive LearningDomain Generalization | —Unverified | 0 |
| Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network | Jun 24, 2022 | Image RegistrationOrgan Segmentation | —Unverified | 0 |
| Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency | Jun 21, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation | May 24, 2022 | Cardiac SegmentationDisentanglement | —Unverified | 0 |
| Leveraging Global Binary Masks for Structure Segmentation in Medical Images | May 13, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |