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A Deep-Learning Framework for Image Reconstruction of Undersampled and Motion-Corrupted k-space Data

Author:Nalini Singh  Juan Iglesias  Elfar Adalsteinsson  Adrian Dalca  Polina Golland  

Session Type:Digital Poster  

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:1758  

Room Session:Concurrent 1  

Institution:Massachusetts Institute of Technology  Massachusetts General Hospital  University College London  

Learning-based non-linear registration robust to MRI-sequence contrast

Author:Malte Hoffmann  Benjamin Billot  Juan Iglesias  Bruce Fischl  Adrian Dalca  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning for Image Analysis  

Program Number:0392  

Room Session:Concurrent 1  

Institution:Harvard Medical School  University College London  Massachusetts General Hospital  MIT  

Testing for regional anatomical and physiological biases in fMRI signal fluctuations using surface-based deep learning

Author:Olivia Viessmann  Divya Varadarajan  Adrian Dalca  Bruce Fischl  Michael Bernier  Lawrence Wald  Jonathan Polimeni  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Functional Connectivity Across Species  

Session Name:Functional Connectivity Methods  

Program Number:3136  

Room Session:Concurrent 3  

Institution:Division of Health Sciences and Technology, Massachusetts Institute of Technology  Massachusetts General Hospital, Harvard Medical School