| Leveraging 3D Information in Unsupervised Brain MRI Segmentation | Jan 26, 2021 | Anomaly DetectionMRI segmentation | —Unverified | 0 |
| Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study | Dec 31, 2020 | Image SegmentationMRI segmentation | —Unverified | 0 |
| SoftSeg: Advantages of soft versus binary training for image segmentation | Nov 18, 2020 | BinarizationBrain Tumor Segmentation | —Unverified | 0 |
| Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation | Aug 17, 2020 | MRI segmentationNeural Architecture Search | —Unverified | 0 |
| Learning Directional Feature Maps for Cardiac MRI Segmentation | Jul 22, 2020 | Cardiac SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation | Jul 18, 2020 | MRI segmentationSegmentation | —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 |
| Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains | Jul 4, 2020 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Deep Generative Model-based Quality Control for Cardiac MRI Segmentation | Jun 23, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| A deep learning-based pipeline for error detection and quality control of brain MRI segmentation results | May 28, 2020 | MRI segmentationSegmentation | —Unverified | 0 |
| The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset | Apr 29, 2020 | MRI segmentationSegmentation | CodeCode Available | 1 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation | Mar 4, 2020 | Brain SegmentationMRI segmentation | CodeCode Available | 1 |
| SAU-Net: Efficient 3D Spine MRI Segmentation Using Inter-Slice Attention | Jan 25, 2020 | MRI segmentationSegmentation | —Unverified | 0 |
| Distributionally Robust Deep Learning using Hardness Weighted Sampling | Jan 8, 2020 | BIG-bench Machine LearningBrain Tumor Segmentation | CodeCode Available | 0 |
| Infant brain MRI segmentation with dilated convolution pyramid downsampling and self-attention | Dec 29, 2019 | Infant Brain Mri SegmentationMRI segmentation | —Unverified | 0 |
| Transfer Learning with Edge Attention for Prostate MRI Segmentation | Dec 20, 2019 | Image SegmentationMRI segmentation | —Unverified | 0 |
| AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation | Nov 20, 2019 | Brain SegmentationDecision Making | —Unverified | 0 |
| Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI | Oct 22, 2019 | DecoderLesion Segmentation | —Unverified | 0 |
| 3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation | Sep 14, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI | Sep 3, 2019 | Cardiac SegmentationData Augmentation | —Unverified | 0 |
| Skip-connected 3D DenseNet for volumetric infant brain MRI segmentation | Sep 1, 2019 | Infant Brain Mri SegmentationMRI segmentation | —Unverified | 0 |
| Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks | Aug 23, 2019 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation | Aug 21, 2019 | DecoderDomain Adaptation | —Unverified | 0 |
| Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation | Aug 12, 2019 | Domain AdaptationMRI segmentation | CodeCode Available | 0 |
| Improving Brain Magnetic Resonance Image MRI Segmentation via a Novel Algorithm based on Genetic and Regional Growth | Jul 22, 2019 | AnatomyImage Segmentation | —Unverified | 0 |
