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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

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