Optimal encoding strategies for turbulence quantification of undersampled 4D flow MRI

Author:Pietro Dirix  Stefano Buoso  Sebastian Kozerke  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:New Developments & Clinical Applications of Flow MRI I  

Program Number:3644  

Room Session:Exhibition Halls D/E  

Institution :University and ETH Zurich  

TKE-Net: Deep Learning for Estimation of Super-Resolved Turbulent Kinetic Energy Maps from 4D-Flow MRI Data

Author:Amirkhosro Kazemi  Marcus Stoddard  Amir Amini  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:New Developments & Clinical Applications of Flow MRI I  

Program Number:3645  

Room Session:Exhibition Halls D/E  

Institution :University of Louisville  

On the interplay of encoding and readout in turbulent flow imaging

In-Plane Balanced Phase-Contrast Steady-State Free Precession (PC-SSFP) for All-in-One Diastolic Function Evaluation

Author:Jie Xiang  Jerome Lamy  Maolin Qiu  Dana Peters  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:New Developments & Clinical Applications of Flow MRI I  

Program Number:3647  

Room Session:Exhibition Halls D/E  

Institution :Yale University  

Denoising Vastly Undersampled Radial Portal Venous 4D Flow Data via Deep Learning

Prediction of Eddy Current-Induced Background Phase Offsets in 2D Phase Contrast-MRI

Deep learning-based prediction of aortic hemodynamics obtained by 4D flow MRI using seismocardiography of chest vibrations

Evaluation of PC-MRI Flow in Adults Using a Deep Learning-Based Reconstruction Trained on Pediatric Data

Supervised automation of “whole-chest” 4D flow MRI analysis from original DICOM files to quantification of aortic pulse wave velocity

Improving the segmentation over time of 4D flow MRI images, using a medical image registration neural network VoxelMorph

Reconstructing 3D Velocity and Pressure Fields From 2D Flow Measurements Using Physics Informed Neural Networks

Author:Stefano Buoso  Pietro Dirix  Sebastian Kozerke  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:New Developments & Clinical Applications of Flow MRI I  

Program Number:3654  

Room Session:Exhibition Halls D/E  

Institution :ETH Zurich  

View-Sharing and KWIC Filtering Deblur 64-fold Accelerated Real-Time Phase-Contrast MRI Obtained with Radial k-space Sampling

Digital Twinning of Aortae from 2D+time MRI

Deformation-ENcoding Transformer (DENT) for High Frame Rate for Phase Contrast MRI

Accelerated phase-contrast for diastolic function evaluation using k-t PCA methods

Author:Jie Xiang  Jerome Lamy  Gigi Galiana  Dana Peters  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:New Developments & Clinical Applications of Flow MRI I  

Program Number:3659  

Room Session:Exhibition Halls D/E  

Institution :Yale University  

Investigation of 4D Flow CMR technique for left ventricular hemodynamics in heart failure patients

Validation of real-time phase contrast MRI with online compressed sensing reconstruction in phantom and patients