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LV Segmentation

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Showing 1–28 of 28 papers

TitleStatusHype
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram VideosCode1
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasoundCode1
Video-based AI for beat-to-beat assessment of cardiac functionCode1
FedDA-TSformer: Federated Domain Adaptation with Vision TimeSformer for Left Ventricle Segmentation on Gated Myocardial Perfusion SPECT Image—0
Two-Phase Segmentation Approach for Accurate Left Ventricle Segmentation in Cardiac MRI using Machine Learning—0
A Multi-Scale Spatial Transformer U-Net for Simultaneously Automatic Reorientation and Segmentation of 3D Nuclear Cardiac Images—0
Deep Conditional Shape Models for 3D cardiac image segmentation—0
SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised LearningCode0
Weakly Supervised Semantic Segmentation of Echocardiography Videos via Multi-level Features Selection—0
Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters—0
Segmentation of the Left Ventricle by SDD double threshold selection and CHT—0
Segmentation of the Myocardium on Late-Gadolinium Enhanced MRI based on 2.5 D Residual Squeeze and Excitation Deep Learning Model—0
Spatio-Temporal Segmentation in 3D Echocardiographic Sequences using Fractional Brownian Motion—0
An Iterative Multi‐path Fully Convolutional Neural Network for Automatic Cardiac Segmentation in Cine MR Images—0
A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet—0
TAN: Temporal Affine Network for Real-Time Left Ventricle Anatomical Structure Analysis Based on 2D Ultrasound Videos—0
3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders—0
Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion—0
Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning—0
Left Ventricle Segmentation and Volume Estimation on Cardiac MRI using Deep Learning—0
Automated segmentation on the entire cardiac cycle using a deep learning work-flow—0
VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination—0
Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network—0
The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation—0
Integrating Atlas and Graph Cut Methods for LV Segmentation from Cardiac Cine MRI—0
A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRICode0
Fast Segmentation of Left Ventricle in CT Images by Explicit Shape Regression using Random Pixel Difference Features—0
Evaluation framework for algorithms segmenting short axis cardiac MRI.—0
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