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Can Un-trained Networks Compete with Trained Ones for Accelerated MRI?

Author:Mohammad Zalbagi Darestani  Reinhard Heckel  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction  

Program Number:0271  

Room Session:Concurrent 1  

Institution:Rice University  Technical University of Munich  

Using Untrained Convolutional Neural Networks to Accelerate MRI in 2D and 3D

Author:Dave Van Veen  Arjun Desai  Reinhard Heckel  Akshay Chaudhari  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning to Reconstruct Accelerated Scans  

Program Number:1964  

Room Session:Concurrent 1  

Institution:Rice University  Stanford University  Technical University of Munich  University of Texas at Austin