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Effective Training of 3D Unrolled Neural Networks on Small Databases

Author:Zilin Deng  Burhaneddin Yaman  Chi Zhang  Steen Moeller  Mehmet Akçakaya  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction  

Program Number:1954  

Room Session:Concurrent 1  

Institution:Center for Magnetic Resonance Research  University of Minnesota  

On Instabilities of Conventional Multi-Coil MRI Reconstruction To Small Adversarial Perturbations

Author:Chi Zhang  Jinghan Jia  Burhaneddin Yaman  Steen Moeller  Sijia Liu  Mingyi Hong  Mehmet Akçakaya  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Data Acquisition & Image Reconstruction  

Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

Program Number:0221  

Room Session:Concurrent 1  

Institution:IBM Research  University of Florida  University of Minnesota