| Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction | Jan 1, 2020 | Image SegmentationOrgan Segmentation | CodeCode Available | 1 |
| Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks | Dec 23, 2019 | Data AugmentationOrgan Segmentation | —Unverified | 0 |
| Shape-Aware Organ Segmentation by Predicting Signed Distance Maps | Dec 9, 2019 | HippocampusOrgan Segmentation | —Unverified | 0 |
| Stochastic tissue window normalization of deep learning on computed tomography | Dec 1, 2019 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation | Nov 23, 2019 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 |
| Semi-Supervised Multi-Organ Segmentation through Quality Assurance Supervision | Nov 12, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation | Oct 15, 2019 | Organ SegmentationPancreas Segmentation | —Unverified | 0 |
| Intelligent image synthesis to attack a segmentation CNN using adversarial learning | Sep 24, 2019 | Image GenerationImage Segmentation | —Unverified | 0 |
| Local block-wise self attention for normal organ segmentation | Sep 11, 2019 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation | Sep 4, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation | Aug 14, 2019 | Computed Tomography (CT)Image Retrieval | CodeCode Available | 0 |
| FocusNet: Imbalanced Large and Small Organ Segmentation with an End-to-End Deep Neural Network for Head and Neck CT Images | Jul 28, 2019 | Organ SegmentationSegmentation | —Unverified | 0 |
| Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling | Jul 21, 2019 | Active LearningOrgan Segmentation | CodeCode Available | 0 |
| Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography | Jun 24, 2019 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 |
| Uncertainty-based graph convolutional networks for organ segmentation refinement | Jun 5, 2019 | Graph LearningOrgan Segmentation | CodeCode Available | 1 |
| A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT | May 19, 2019 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation | Apr 12, 2019 | Medical Image SegmentationOrgan Segmentation | —Unverified | 0 |
| 'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images | Feb 4, 2019 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
| Elastic Boundary Projection for 3D Medical Image Segmentation | Dec 3, 2018 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 0 |
| Phase Collaborative Network for Two-Phase Medical Image Segmentation | Nov 28, 2018 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss | Nov 27, 2018 | CPUData Augmentation | —Unverified | 0 |
| Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes | Jul 30, 2018 | Organ SegmentationSegmentation | —Unverified | 0 |
| Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio | Jul 10, 2018 | Domain AdaptationOrgan Segmentation | —Unverified | 0 |
| Action Learning for 3D Point Cloud Based Organ Segmentation | Jun 14, 2018 | Organ SegmentationQ-Learning | —Unverified | 0 |
| Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation | Jun 11, 2018 | AnatomyDomain Adaptation | —Unverified | 0 |
