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EigenGRASP: Subject-Specific Temporal-Learning Radial Sampling Image Reconstruction in Dynamic Contrast-Enhanced MRI

Author:Ramin Jafari  Masoud Zarepisheh  Richard Do  Ricardo Otazo  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction & Signal Models: Low Rank, Sparse, Rapid & Artifact-Free I  

Program Number:1605  

Room Session:Exhibition Hall:S8 & S9  

Institution:Memorial Sloan Kettering Cancer Center  

EigenMRI: Data-driven shallow-learning reconstruction of undersampled MRI data

Author:Ricardo Otazo  Ramin Jafari  Masoud Zarepisheh  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction  

Program Number:0501  

Room Session:N11 (Breakout B)  

Institution:Memorial Sloan Kettering Cancer Center  

Free-Breathing Liver QSM with High Isotropic Resolution Using Respiratory Motion-Resolved 3D Multi-Echo Cones MRI

Author:MungSoo Kang  Ramin Jafari  Gerald Behr  Ricardo Otazo  Youngwook Kee  

Session Type:Oral  

Session Date:Monday, 09 May 2022  

Topic:Module 30: Quantitative Imaging  

Session Name:Quantitative Relaxation Parameter Mapping in the Body  

Program Number:0116  

Room Session:ICC Capital Suite 7 & 12  

Institution:Memorial Sloan Kettering Cancer Center  Ulsan National Institute of Science and Technology  

GRASPNET: Spatiotemporal deep learning reconstruction of golden-angle radial data for free-breathing dynamic contrast-enhanced MRI

Author:Ramin Jafari  Richard Do  Maggie Fung  Ersin Bayram  Ricardo Otazo  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Deep/Machine Learning-Based Image Acquisition & Reconstruction II  

Program Number:1159  

Room Session:Exhibition Hall:S8 & S9  

Institution:GE Healthcare  Memorial Sloan Kettering Cancer Center