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Adaptive deep image reconstruction using G-SURE

Author:Hemant Kumar Aggarwal  Mathews Jacob  

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:1960  

Room Session:Concurrent 1  

Institution:University of Iowa  

Alignment & joint recovery of multi-slice cine MRI data using deep generative manifold model

Author:Qing Zou  Abdul Ahmed  Prashant Nagpal  Rolf Schulte  Mathews Jacob  

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:1958  

Room Session:Concurrent 1  

Institution:GE Global Research  University of Iowa  

Deep generative manifold model: a novel approach for free breathing dynamic MRI

Author:Qing Zou  Abdul Ahmed  Prashant Nagpal  Rolf Schulte  Mathews Jacob  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Real-Time Cardiac MRI  

Session Name:Towards Real-Time Cardiac MRI  

Program Number:2872  

Room Session:Concurrent 2  

Institution:GE Global Research  University of Iowa  

ENSURE: Ensemble Stein's Unbiased Risk Estimator for Unsupervised Learning

Author:Hemant Kumar Aggarwal  Aniket Pramanik  Mathews Jacob  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Data Acquisition & Image Reconstruction  

Session Name:Machine Learning: Removing Artifacts & Improving Resolution  

Program Number:1774  

Room Session:Concurrent 1  

Institution:University of Iowa  

Highly Accelerated Multi-shot EPI based Diffusion MRI Using SMS and Joint k-q Under-sampling Enabled Using Deep Learned Manifold Priors

Author:Merry Mani  Vincent Magnotta  Mathews Jacob  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Diffusion Acquisition & Post-Processing  

Session Name:Diffusion Acquisition  

Program Number:1325  

Room Session:Concurrent 6  

Institution:University of Iowa  

Image domain Deep-SLR for Joint Reconstruction-Segmentation of Parallel MRI

Author:Aniket Pramanik  Mathews Jacob  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Analysis  

Session Name:Machine Learning for Image Analysis  

Program Number:0393  

Room Session:Concurrent 1  

Institution:The University of Iowa  

Incoherent k-q Under-sampled Multi-shot EPI for Accelerated Multi-shell Diffusion MRI with Model-based Deep Learning Reconstruction

Author:Merry Mani  Vincent Magnotta  Mathews Jacob  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Diffusion Acquisition & Post-Processing  

Session Name:Diffusion Acquisition & Post-Processing  

Program Number:0111  

Room Session:Concurrent 6  

Institution:University of Iowa  

Rapid dynamic speech imaging at 3Tesla using combination of a custom airway coil, variable density spirals and manifold regularization

Author:Rushdi Zahid Rusho  Wahidul Alam  Abdul Ahmed  Stanley Kruger  Mathews Jacob  Sajan Lingala  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Optimized Signal Representation for Acquisition & Reconstruction  

Session Name:Optimized Signal Representation for Acquisition & Reconstruction  

Program Number:0437  

Room Session:Concurrent 1  

Institution:The University of Iowa  

Robust and Computationally Efficient Missing Point and Phase Estimation for Zero Echo Time (ZTE) Sequences

Author:Curtis Corum  Abdul Ahmed  Mathews Jacob  Vincent Magnotta  Stanley Kruger  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Constrained & Model-Based Reconstructions  

Session Name:Model-Based Reconstruction  

Program Number:1184  

Room Session:Concurrent 1  

Institution:Champaign Imaging LLC  University of Iowa