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FOD-Net 2.0: End-to-end FOD enhancement for low angular diffusion acquisitions using deep learning

Author:Xinyi Wang  Zihao Tang  Mariano Cabezas  Arkiev D’Souza  Fernando Calamante  Dongnan Liu  Michael Barnett  Sicong Tu  Weidong Cai  Chenyu Wang  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0952  

Room Session:Power Pitch Theatre 1  

Institution :University of Sydney  

FOD-Net 2.0: End-to-end FOD enhancement for low angular diffusion acquisitions using deep learning

MRF-mixer: a self-supervised deep learning MRF framework

Author:Yang Gao  Tianyi Ding  Martijn Cloos  Hongfu Sun  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0954  

Room Session:Power Pitch Theatre 1  

Institution :Central South University  The University of Queensland  

MRF-mixer: a self-supervised deep learning MRF framework

Author:Yang Gao  Tianyi Ding  Martijn Cloos  Hongfu Sun  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: ML/AI Showcase  

Program Number:0954  

Room Session:Power Pitch Theatre 1  

Institution :Central South University  The University of Queensland  

Variation in 8 years Cartilage Loss Trajectories Based on Baseline Pain and Deep Learning-Assessed ROAMES Morphological Phenotypes

Author:Madeline Hess  Sharmila Majumdar  Valentina Pedoia  

Session Type:Power Pitch  

Session Date:Wednesday, 07 June 2023  

Session Name:Pitch: ML/AI Showcase  

Program Number:0957  

Room Session:Power Pitch Theatre 1  

Institution :University of California San Francisco  

Variation in 8 years Cartilage Loss Trajectories Based on Baseline Pain and Deep Learning-Assessed ROAMES Morphological Phenotypes

Author:Madeline Hess  Sharmila Majumdar  Valentina Pedoia  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Poster: ML/AI Showcase  

Program Number:0957  

Room Session:Power Pitch Theatre 1  

Institution :University of California San Francisco  

Deep learning reconstruction of radial T2 weighted data sets with data consistent unrolled neural networks

Deep learning reconstruction of radial T2 weighted data sets with data consistent unrolled neural networks

Cardiac Library Based Real-time Imaging (CALIBRI): towards 3D cardiac visualization during MR-guided cardiac interventions

Cardiac Library Based Real-time Imaging (CALIBRI): towards 3D cardiac visualization during MR-guided cardiac interventions

Abbreviated Three Minute 4D Flow MRI of the Portal Circulation: Prospective Evaluation in Obese Subjects

Abbreviated Three Minute 4D Flow MRI of the Portal Circulation: Prospective Evaluation in Obese Subjects

Joint Velocity and Acceleration Encoding for Improved Pressure Gradient Mapping in Flow Imaging

Joint Velocity and Acceleration Encoding for Improved Pressure Gradient Mapping in Flow Imaging

Automatic identification of Moyamoya disease based on time-of-flight MR angiography

Automatic identification of Moyamoya disease based on time-of-flight MR angiography

Toward accurate cerebral blood flow estimation in mice after accounting for anesthesia

Toward accurate cerebral blood flow estimation in mice after accounting for anesthesia

Comparative analysis of image quality by 3.0 T Non-contrast Free-breathing Whole-heart CMRA with CCTA in patients with coronary artery stenosis

Comparative analysis of image quality by 3.0 T Non-contrast Free-breathing Whole-heart CMRA with CCTA in patients with coronary artery stenosis

Biventricular and Hemodynamic Assessment under Multi-stage Exercise using Real-time CMR

Biventricular and Hemodynamic Assessment under Multi-stage Exercise using Real-time CMR

Dual Venc 5D flow MRI with Increased Velocity Dynamic Range: An in-vitro and in-vivo Validation and Feasibility Study

Dual Venc 5D flow MRI with Increased Velocity Dynamic Range: An in-vitro and in-vivo Validation and Feasibility Study

Acute Effects of Electronic and Tobacco Cigarette Aerosol Inhalation on Vascular Function Detected at Quantitative MRI

Acute Effects of Electronic and Tobacco Cigarette Aerosol Inhalation on Vascular Function Detected at Quantitative MRI

Improved Simultaneous Intracranial Vessel Wall Imaging and dynamic MRA Using Low-rank Reconstruction

Improved Simultaneous Intracranial Vessel Wall Imaging and dynamic MRA Using Low-rank Reconstruction

Ferumoxytol Dose Optimization for 3D Whole-Heart Congenital Heart Disease Imaging

Ferumoxytol Dose Optimization for 3D Whole-Heart Congenital Heart Disease Imaging

Investigation of the effect of deep-breathing on the caval circulation in patients with cardiac rhythm disorders using 5D radial Flow MRI

Investigation of the effect of deep-breathing on the caval circulation in patients with cardiac rhythm disorders using 5D radial Flow MRI