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Rapid Quantitative Imaging Using Wave-Encoded Model-Based Deep Learning for Joint Reconstruction

Author:Jaejin Cho  Borjan Gagoski  Tae Hyung Kim  Qiyuan Tian  Robert Frost  Itthi Chatnuntawech  Berkin Bilgic  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Deep/Machine Learning-Based Quantitative Imaging & Modeling  

Program Number:0435  

Room Session:N11 (Breakout A)  

Institution:Athinoula A. Martinos Center for Biomedical Imaging  Fetal-Neonatal Neuroimaging & Developmental Science Center, Boston Children’s Hospital  National Nanotechnology Center  Harvard Medical School  Harvard/MIT Health Sciences and Technology  

Rapid reconstruction of Blip up-down circular EPI (BUDA-cEPI) for distortion-free dMRI using an Unrolled Network with U-Net as Priors

Author:Uten Yarach  Itthi Chatnuntawech  Congyu Liao  Surat Teerapittayanon  Siddharth Srinivasan Iyer  Tae Hyung Kim  Jaejin Cho  Berkin Bilgic  Yuxin Hu  Brian Hargreaves  Kawin Setsompop  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Machine Learning & Artificial Intelligence III  

Program Number:4348  

Room Session:2  

Institution:Athinoula A. Martinos Center for Biomedical Imaging  Faculty of Associated Medical Science, Chiang Mai University  National Nanotechnology Center (NANOTEC), National Science and Technology Development Agency (NSTDA)  Stanford University  Stanford Universi