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DYNAMIC MRI USING DEEP MANIFOLD SELF-LEARNING

Author:Abdul Haseeb Ahmed  Hemant Aggarwal  Prashant Nagpal  Mathews Jacob  

Institution:University of Iowa  

Session Type:Oral  

Session Live Q&A Date:Wednesday, 12 August 2020  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning Reconstruction of Dynamic Acquisitions  

Program Number:1002  

Room Live Q&A Session:Wednesday Parallel 5  

High resolution spiral simultaneous multi-slice first-pass perfusion imaging with whole-heart coverage at 1.5 T and 3 T

Joint Optimization of Sampling Patterns and Deep Priors for Improved Parallel MRI

Author:Hemant Kumar Aggarwal  Mathews Jacob  

Institution:University of Iowa  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 1  

Program Number:3587  

Room Live Q&A Session:

Model based Deep Learning for Calibrationless Parallel MRI recovery

Author:Aniket Pramanik  Hemant Aggarwal  Mathews Jacob  

Institution:The University of Iowa  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Novel Acquisition, Reconstruction, and Analysis  

Session Name:Novel Acquisitions & Reconstructions: Parallel Imaging  

Program Number:3436  

Room Live Q&A Session:

Model-Based Deep Learning for Reconstruction of Joint k-q Under-Sampled Diffusion MRI

Author:Merry Mani  Hemant Aggarwal  Sanjay Ghosh  Mathews Jacob  

Institution:University of Iowa  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Diffusion Acquisition, Reconstruction and Signal Analysis  

Session Name:Diffusion: Reconstruction & Artefact Correction 2  

Program Number:4362  

Room Live Q&A Session: