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Implementation of Hyperpolarized 129Xe Accelerated MRI in Phantom and Human Lungs: Preliminary Study and Troubleshooting

Geometric Constrained Deep Learning for Motion Correction of Fetal Brain MR Images

Effect of pathology on quantitative metrics of image reconstruction using a deep learning-based brain MRI reconstruction model

Author:Shengjia Chen  Patricia Johnson  Yvonne Lui  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction II  

Program Number:3097  

Room Session:Exhibition Halls D/E  

Institution :New York University Langone Health  

Accelerated acquisition and DL reconstruction to enable single shot fast spin echo (SSFSE) imaging of diagnostic quality using single coil

SSMo-QSM: A self-supervised learning method for model-based quantitative susceptibility mapping reconstruction

Author:Jie Feng  Ming Zhang  Ruimin Feng  Hongjiang Wei  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction II  

Program Number:3099  

Room Session:Exhibition Halls D/E  

Institution :Shanghai Jiao Tong University  

Deep Magnetic Resonance Fingerprinting Based on local and global vision transformer

Author:Peng Li  Xiaodi Li  Xin Lu  Yue Hu  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction II  

Program Number:3100  

Room Session:Exhibition Halls D/E  

Institution :De Montfort University  Harbin Institute of Technology  

B0 Inhomogeneity Distortion Corrected Image Reconstruction with Deep Learning on An Open Bore MRI-Linac

Accelerated Propeller FSE-DWI with Unrolled Deep Learning Reconstruction at 1.5T Clinical MRI

Unsupervised model for removing Nyquist/motion artifacts in SPatiotemporal Encoding MRI

Task-based evaluation of deep learning-based reconstruction for highly-accelerated 3D T1-weighted brain MRI scans

Improved diagnostic efficacy on structural abnormalities of knee using high-resolution deep learning-based 2D FSE images

Motion-mitigated reconstruction of accelerated MRI by using an unfolded variational network

Author:Zijian Zhou  Haikun Qi  Peng Hu  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction II  

Program Number:3106  

Room Session:Exhibition Halls D/E  

Institution :ShanghaiTech University  Shanghai Clinical Research and Trial Center  

Does CS-SENSE acceleration influence the performance of an AI based synthetic CT algorithm? A volunteer study in the lumbar spine.

Author:Yulia Shcherbakova  Tijl van der Velden  Peter Seevinck  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction II  

Program Number:3107  

Room Session:Exhibition Halls D/E  

Institution :UMC Utrecht  MRIguidance B.V.  

Learned Tensor Low-CP-Rank and Bloch response manifold priors for Non-Cartesian MRF Reconstruction

Author:Peng Li  Xiaodi Li  Xin Lu  Yue Hu  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction II  

Program Number:3108  

Room Session:Exhibition Halls D/E  

Institution :De Montfort University  Harbin Institute of Technology  

DTI-Net: Unsupervised Diffusion Tensor Reconstruction Using Implicit Neural Representation

Author:Yuting Shi  Yuyao Zhang  Hongjiang Wei  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction II  

Program Number:3109  

Room Session:Exhibition Halls D/E  

Institution :Shanghai Jiao Tong University  ShanghaiTech University  

High efficient DTI reconstruction network with flexible diffusion directions

GROG Gridding using modified VGG-16 CNN model for Non-Cartesian MR Image Reconstruction

Parallel non-Cartesian Spatial-Temporal Dictionary Learning Neural Networks (stDLNN) for Accelerating Dynamic MRI

Author:Zhijun Wang  Huajun She  Yiping Du  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction II  

Program Number:3113  

Room Session:Exhibition Halls D/E  

Institution :Shanghai Jiao Tong University  

Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)

Author:Yinghao Zhang  Xiaodi Li  Peng Li  Yue Hu  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction II  

Program Number:3114  

Room Session:Exhibition Halls D/E  

Institution :Harbin Institute of Technology  

Improving the accuracy of Multipool-Lorentzian fitting in CEST MRI by use of a Pseudo-Voigt lineshape for direct water saturation

Author:Markus Huemer  Clemens Stilianu  Rudolf Stollberger  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing II  

Program Number:3116  

Room Session:Exhibition Halls D/E  

Institution :Graz University of Technology  BioTechMed Graz  

Deformable Groupwise Registration Using a Locally Low-Rank Dissimilarity for Myocardial Strain Estimation from Cine MRI Images

Tract-specific myelin mapping using magnetization transfer-prepared diffusion imaging: comparison with conventional MTR tractometry

Automatic Localization of EEG Electrodes from MR Structural Images

Author:Mohammadreza Rezaei-Dastjerdehei  Pierre LeVan  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing II  

Program Number:3120  

Room Session:Exhibition Halls D/E  

Institution :University of Calgary  

Habitats Analysis in Hepatocellular Carcinoma to Predict Microvascular Invasion by Intravoxel Incoherent Motion: A Pilot Study

A robust image analysis pipeline for high fidelity kurtosis and tensor fitting of 1.2mm isotropic infant brain diffusion MRI

Arterial phase detection when utilizing stack-of-stars dynamic Data Set with various pseudo contrast enhancement

Subject-specific analysis reveals spatially heterogeneous white matter abnormalities in sports-related concussion

Multidimensional optimal denoising with block matching is robust to misalignment and contrast changes

Author:Khoi Huynh  Sang Chung  Yueh Lee  Pew-Thian Yap  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing II  

Program Number:3125  

Room Session:Exhibition Halls D/E  

Institution :UNC Chapel Hill  

Improving interpretation accuracy for curved planar reformation of intracranial vessel wall MRI by reducing intra-plane rotation

Improved pulmonary oxygen-enhanced MRI parameter precision enabled by hierarchical Bayesian inference

Identification of Subject-Specific Motion Variations via Atlas-Based Deformation Refinement from Real-Time MRI

MRI for tissue classification of subcutaneous colon cancer using oxygen enhanced (OE), dynamic contrast enhanced (DCE) MRI and [18F]FAZA PET

Diaphragm Excursion Measured by Free-breathing 1H MRI in Patients with Asthma: Repeatability and Bronchodilator Response

Improving Low Resolution MRI Contrast for Brain-Environment Neuroepidemiology

Author:Jasmine Cakmak  Reza Azarpazhooh  Alexander Khaw  Udunna Anazodo  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing II  

Program Number:3132  

Room Session:Exhibition Halls D/E  

Institution :McGill University  Western University  

Head-to-head Comparison of Free Water Elimination Methods in Fornix

Author:Ken Sakaie  Katherine Koenig  Mark Lowe  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing II  

Program Number:3133  

Room Session:Exhibition Halls D/E  

Institution :The Cleveland Clinic  

Microscopic fractional anisotropy with free water elimination

Author:Nico Arezza  Mohammad Omer  Corey Baron  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Data Analysis & Processing II  

Program Number:3134  

Room Session:Exhibition Halls D/E  

Institution :Western University  Robarts Research Institute  

Translation of a non-contrast quantitative MRI protocol for portal pressure prediction

Author:Chris Bradley  Eleanor Cox  Susan Francis  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:What's New in Liver Imaging  

Program Number:3136  

Room Session:Exhibition Halls D/E  

Institution :University of Nottingham  NIHR Biomedical Research Centre  

Deep learning-based image quality and spatial resolution improvement for Diffusion Weighted Imaging in liver

Using 13C MRS to Assess Fasted and Postprandial Glycogen Stores in Healthy Children: A Randomized Controlled Study

Change in ATP flux after propionate ingestion in healthy volunteers Using 31P MRS Saturation Transfer.

Characterising the effect of free breathing on abdominal MR Spectroscopy and impact on X-nuclei spectra.

Stratification of Liver Histologic Fibrosis using Machine Learning on MRI Radiomic Data and Clinical Features

Pharmacokinetic Modelling of Gd-EOB-DPTA Uptake: Early Progression of NASH in A Clinically Relevant Cohort, at 1.5 and 3 T

A statistical analysis of ROI weighting by area for MRE derived liver stiffness measurements

Author:Justin Yu  Alvin Silva  Annelise Silva  Matthew Doan  Anshuman Panda  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:What's New in Liver Imaging  

Program Number:3143  

Room Session:Exhibition Halls D/E  

Institution :Mayo Clinic Arizona  Wright State University