| Recognition and standardization of cardiac MRI orientation via multi-tasking learning and deep neural networks | Nov 17, 2020 | Cardiac SegmentationTransfer Learning | —Unverified | 0 |
| Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework | Nov 9, 2020 | Cardiac Segmentationimage-classification | —Unverified | 0 |
| Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation | Oct 4, 2020 | Cardiac SegmentationImage Segmentation | —Unverified | 0 |
| Style-invariant Cardiac Image Segmentation with Test-time Augmentation | Sep 24, 2020 | AnatomyCardiac Segmentation | —Unverified | 0 |
| Disentangled Representations for Domain-generalized Cardiac Segmentation | Aug 26, 2020 | AnatomyCardiac Segmentation | CodeCode Available | 1 |
| Learning Directional Feature Maps for Cardiac MRI Segmentation | Jul 22, 2020 | Cardiac SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation | Jul 20, 2020 | Cardiac SegmentationFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation | Jul 13, 2020 | Cardiac SegmentationDomain Adaptation | —Unverified | 0 |
| Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge | Jun 22, 2020 | Cardiac SegmentationManagement | —Unverified | 0 |
| Cardiac Segmentation with Strong Anatomical Guarantees | Jun 15, 2020 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| On the effectiveness of GAN generated cardiac MRIs for segmentation | May 18, 2020 | Cardiac SegmentationData Augmentation | —Unverified | 0 |
| L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRI | Apr 21, 2020 | Cardiac SegmentationImage Segmentation | CodeCode Available | 0 |
| CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation | Apr 5, 2020 | Cardiac SegmentationImage Segmentation | —Unverified | 0 |
| LU-Net: a multi-task network to improve the robustness of segmentation of left ventriclular structures by deep learning in 2D echocardiography | Apr 4, 2020 | Cardiac SegmentationSegmentation | —Unverified | 0 |
| Disentangle, align and fuse for multimodal and semi-supervised image segmentation | Nov 11, 2019 | AnatomyCardiac Segmentation | CodeCode Available | 0 |
| An Iterative Multi‐path Fully Convolutional Neural Network for Automatic Cardiac Segmentation in Cine MR Images | Nov 1, 2019 | Cardiac SegmentationLV Segmentation | —Unverified | 0 |
| Cardiac Segmentation of LGE MRI with Noisy Labels | Oct 2, 2019 | Cardiac SegmentationData Augmentation | —Unverified | 0 |
| An Automatic Cardiac Segmentation Framework based on Multi-sequence MR Image | Sep 12, 2019 | Cardiac SegmentationImage Segmentation | CodeCode Available | 0 |
| Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI | Sep 3, 2019 | Cardiac SegmentationData Augmentation | —Unverified | 0 |
| Discretely-constrained deep network for weakly supervised segmentation | Aug 15, 2019 | Cardiac SegmentationSegmentation | —Unverified | 0 |
| Cardiac MRI Segmentation with Strong Anatomical Guarantees | Jul 5, 2019 | Cardiac SegmentationMRI segmentation | CodeCode Available | 1 |
| Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors | Jun 18, 2019 | Cardiac SegmentationMulti-Task Learning | —Unverified | 0 |
| 3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders | Feb 28, 2019 | Cardiac SegmentationLV Segmentation | —Unverified | 0 |
| PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation | Dec 19, 2018 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 0 |
| Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data | Nov 22, 2018 | Brain Tumor SegmentationCardiac Segmentation | —Unverified | 0 |
