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Accelerate Single-Channel MRI by Exploiting Uniform Undersampling Aliasing Periodicity through Deep Learning

Author:Christopher Man  Zheyuan Yi  Vick Lau  Jiahao Hu  Yujiao Zhao  Linfang Xiao  Alex Leong  Ed Wu  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 25: Gray Matter & Neurofluids  

Session Name:Data Acquisition & Artefacts I  

Program Number:3652  

Room Session:3  

Institution:The University of Hong Kong  

Advancing RAKI Parallel Imaging Reconstruction with Virtual Conjugate Coil and Enhanced Non-Linearity

Calibrationless Reconstruction of Uniformly Undersampled Multi-channel MR data with Deep learning Estimation of ESPIRiT Maps

Coil Sensitivity Specific Optimization of Wave Encoding Gradient Trajectory for High Acceleration and Low Slew Rate

Deep Learning Driven EMI Prediction and Elimination for RF Shielding-Free MRI at 0.055T and 1.5T

Author:Yujiao Zhao  Linfang Xiao  Yilong Liu  Alex T. L. Leong  Ed Wu  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 32: New Systems & Devices  

Session Name:New Systems & Devices II  

Program Number:3864  

Room Session:5  

Institution:The University of Hong Kong  

Fast and Calibrationless Low-Rank Reconstruction through Deep Learning Estimation of Multi-Channel Spatial Support

Fast and Automatic Rank Determination (ARD) via Deep Learning for Low-rank Calibrationless Reconstruction

A Feasibility Study of 0.055T MRI for Neuroimaging and Comparison with Clinical 3T MRI

A Feasibility Study of 0.055T MRI for Neuroimaging and Comparison with Clinical 3T MRI

A Shielding-free Ultra-low-field 0.055T Brain MRI Scanner for Accessible Healthcare