| EchoNet-Quality: Denoising Echocardiograms via Deep Generative Modeling of Ultrasound Noise | Apr 29, 2025 | DenoisingDiagnostic | CodeCode Available | 1 |
| 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 |
| Two-Phase Segmentation Approach for Accurate Left Ventricle Segmentation in Cardiac MRI using Machine Learning | Jul 29, 2024 | Left Ventricle SegmentationLV Segmentation | —Unverified | 0 |
| 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 |
| 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 |
| Contrastive Pretraining for Echocardiography Segmentation with Limited Data | Jan 16, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Synthetic Velocity Mapping Cardiac MRI Coupled with Automated Left Ventricle Segmentation | Oct 4, 2021 | Left Ventricle SegmentationMyocardium Segmentation | —Unverified | 0 |
| The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images | Sep 22, 2021 | Left Ventricle SegmentationRight Ventricle Segmentation | —Unverified | 0 |
| Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation | Aug 21, 2019 | DecoderDomain Adaptation | —Unverified | 0 |
| A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet | Jun 25, 2019 | DecoderImage Segmentation | —Unverified | 0 |
