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Left Ventricle Segmentation

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Showing 1–25 of 25 papers

TitleStatusHype
Contrastive Pretraining for Echocardiography Segmentation with Limited DataCode1
EchoNet-Quality: Denoising Echocardiograms via Deep Generative Modeling of Ultrasound NoiseCode1
End-to-end Learning of Convolutional Neural Net and Dynamic Programming for Left Ventricle SegmentationCode0
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac AnalysisCode0
SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised LearningCode0
Curriculum semi-supervised segmentationCode0
Left Ventricle Segmentation and Volume Estimation on Cardiac MRI using Deep Learning—0
Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference—0
Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network—0
Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion—0
A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet—0
Multi-Scale Fully Convolutional Network for Cardiac Left Ventricle Segmentation—0
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images—0
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data—0
Synthetic Velocity Mapping Cardiac MRI Coupled with Automated Left Ventricle Segmentation—0
The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation—0
The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images—0
Two-Phase Segmentation Approach for Accurate Left Ventricle Segmentation in Cardiac MRI using Machine Learning—0
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation—0
VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination—0
Explicit topological priors for deep-learning based image segmentation using persistent homology—0
FedDA-TSformer: Federated Domain Adaptation with Vision TimeSformer for Left Ventricle Segmentation on Gated Myocardial Perfusion SPECT Image—0
Fully Automated Non-rigid Segmentation with Distance Regularized Level Set Evolution Initialized and Constrained by Deep-structured Inference—0
Hybrid Forests for Left Ventricle Segmentation using only the first slice label—0
Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning—0
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