| 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 |
| Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation | Mar 15, 2024 | Myocardium SegmentationSegmentation | —Unverified | 0 |
| CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation | Apr 5, 2020 | Cardiac SegmentationImage Segmentation | —Unverified | 0 |
| Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis | Nov 24, 2017 | AnatomyMyocardium Segmentation | —Unverified | 0 |
| Deep Statistic Shape Model for Myocardium Segmentation | Jul 21, 2022 | modelMotion Estimation | —Unverified | 0 |
| Effects of Image Size on Deep Learning | Jan 27, 2021 | Deep LearningMyocardium Segmentation | —Unverified | 0 |
| Ensembling Low Precision Models for Binary Biomedical Image Segmentation | Oct 16, 2020 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR images | Nov 14, 2018 | Myocardium Segmentation | —Unverified | 0 |
| Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI | Nov 11, 2022 | Myocardium SegmentationSegmentation | —Unverified | 0 |
| Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning | Sep 26, 2018 | Left Ventricle SegmentationLV Segmentation | —Unverified | 0 |
| Multivariate mixture model for myocardium segmentation combining multi-source images | Dec 28, 2016 | Myocardium SegmentationSegmentation | —Unverified | 0 |
| RS-MOCO: A deep learning-based topology-preserving image registration method for cardiac T1 mapping | Oct 15, 2024 | Image RegistrationMyocardium Segmentation | —Unverified | 0 |
| Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN | Aug 14, 2019 | Myocardium SegmentationSegmentation | —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 |
| Structure Preserving Cycle-GAN for Unsupervised Medical Image Domain Adaptation | Apr 18, 2023 | Domain AdaptationMyocardium Segmentation | —Unverified | 0 |
| Synthetic Velocity Mapping Cardiac MRI Coupled with Automated Left Ventricle Segmentation | Oct 4, 2021 | Left Ventricle SegmentationMyocardium Segmentation | —Unverified | 0 |
| Improving Myocardium Segmentation in Cardiac CT Angiography using Spectral Information | Sep 27, 2018 | Data AugmentationMyocardium Segmentation | —Unverified | 0 |
| Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction | Oct 21, 2020 | Myocardium SegmentationSegmentation | —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 |
| Factorised spatial representation learning: application in semi-supervised myocardial segmentation | Mar 19, 2018 | Medical Image SegmentationMyocardium Segmentation | CodeCode Available | 0 |