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Task Performance or Artifact Reduction? Evaluating the Number of Channels and Dropout based on Signal Detection on a U-Net with SSIM Loss

Author:Rachel Roca  Joshua Herman  Alexandra O'Neill  Sajan Lingala  Angel Pineda  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning for Image Analysis  

Program Number:2402  

Room Session:Concurrent 1  

Institution:Manhattan College  University of Iowa  

Task-Based Assessment for Neural Networks: Evaluating Undersampled MRI Reconstructions based on Signal Detection

Author:Joshua Herman  Rachel Roca  Alexandra O'Neill  Sajan Lingala  Angel Pineda  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning for Image Analysis  

Program Number:2404  

Room Session:Concurrent 1  

Institution:Manhattan College  University of Iowa