| CineMA: A Foundation Model for Cine Cardiac MRI | May 31, 2025 | Myocardium Segmentation | CodeCode Available | 2 |
| TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations | Jul 28, 2021 | Myocardium SegmentationSegmentation | CodeCode Available | 1 |
| MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation | Jun 28, 2020 | Heart SegmentationImage Registration | CodeCode Available | 1 |
| RS-MOCO: A deep learning-based topology-preserving image registration method for cardiac T1 mapping | Oct 15, 2024 | Image RegistrationMyocardium Segmentation | —Unverified | 0 |
| An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion | Oct 9, 2024 | MRI segmentationMyocardium Segmentation | —Unverified | 0 |
| Segmenting Medical Images: From UNet to Res-UNet and nnUNet | Jul 5, 2024 | DiagnosticHeart Segmentation | —Unverified | 0 |
| Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI | May 17, 2024 | DecoderMyocardium Segmentation | —Unverified | 0 |
| Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation | Mar 15, 2024 | Myocardium SegmentationSegmentation | —Unverified | 0 |
| Structure Preserving Cycle-GAN for Unsupervised Medical Image Domain Adaptation | Apr 18, 2023 | Domain AdaptationMyocardium Segmentation | —Unverified | 0 |
| Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI | Nov 11, 2022 | Myocardium SegmentationSegmentation | —Unverified | 0 |
