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Joint Data Driven Optimization of MRI Data Sampling and Reconstruction via Variational Information Maximization

Author:Cagan Alkan  Morteza Mardani  Shreyas Vasanawala  John Pauly  

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:0229  

Room Session:Concurrent 1  

Institution:Stanford University  

Scalable and Interpretable Neural MRI Reconstruction via Layer-Wise Training

Author:Batu Ozturkler  Arda Sahiner  Mert Pilanci  Shreyas Vasanawala  John Pauly  Morteza Mardani  

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:1953  

Room Session:Concurrent 1  

Institution:Stanford University  

Weakly Supervised MR Image Reconstruction usingUntrained Neural Networks

Author:Beliz Gunel  Morteza Mardani  Akshay Chaudhari  Shreyas Vasanawala  John Pauly  

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:1950  

Room Session:Concurrent 1  

Institution:Stanford University