| EchoNet-Quality: Denoising Echocardiograms via Deep Generative Modeling of Ultrasound Noise | Apr 29, 2025 | DenoisingDiagnostic | CodeCode Available | 1 | 5 |
| Contrastive Pretraining for Echocardiography Segmentation with Limited Data | Jan 16, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| End-to-end Learning of Convolutional Neural Net and Dynamic Programming for Left Ventricle Segmentation | Dec 2, 2018 | Left Ventricle Segmentation | CodeCode Available | 0 | 5 |
| Curriculum semi-supervised segmentation | Apr 10, 2019 | Left Ventricle Segmentationregression | CodeCode Available | 0 | 5 |
| HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis | Mar 9, 2022 | Decision MakingGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning | Sep 30, 2023 | Left Ventricle SegmentationLV Segmentation | CodeCode Available | 0 | 5 |
| Fully Automated Non-rigid Segmentation with Distance Regularized Level Set Evolution Initialized and Constrained by Deep-structured Inference | Jun 1, 2014 | Left Ventricle SegmentationSegmentation | —Unverified | 0 | 0 |
| FedDA-TSformer: Federated Domain Adaptation with Vision TimeSformer for Left Ventricle Segmentation on Gated Myocardial Perfusion SPECT Image | Feb 23, 2025 | Domain AdaptationFederated Learning | —Unverified | 0 | 0 |
| Hybrid Forests for Left Ventricle Segmentation using only the first slice label | Apr 30, 2018 | Left Ventricle SegmentationSegmentation | —Unverified | 0 | 0 |
| Explicit topological priors for deep-learning based image segmentation using persistent homology | Jan 29, 2019 | Image SegmentationLeft Ventricle Segmentation | —Unverified | 0 | 0 |
