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1D Convolutional Neural Network as Regularizer for Learning DCE-MRI Reconstruction

Author:Zhengnan Huang  Jonghyun Bae  Eddy Solomon  Linda Moy  Sungheon Kim  Patricia Johnson  Florian Knoll  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4046  

Room Session:1  

Institution:New York University School of Medicine  Weill Cornell Medical College  Friedrich-Alexander-University of Erlangen-Nürnberg  

Accelerated Radial Echo Planar Spectroscopic Imaging in Healthy Prostate with a Reduced Field-of-View

Author:Andres Saucedo  M. Albert Thomas  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4056  

Room Session:1  

Institution:University of California, Los Angeles  

ASL with Partial Separability to Incorporate SVD Denoising into the Reconstruction Algorithm

Author:Charles Marchini  Brad Sutton  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4049  

Room Session:1  

Institution:University of Illinois Urbana-Champaign  

Deep Learning for under-sampled non-cartesian ASL MRI reconstruction

Author:Yanchen Guo  Shichun Chen  Li Zhao  Manuel Taso  David Alsop  Weiying Dai  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4048  

Room Session:1  

Institution:Beth Israel Deaconess Medical Center and Harvard Medical School  State University of New York at Binghamton  Zhejiang University  

Effective removal of aliasing artifacts in accelerated echo-planar imaging (EPI) based functional MRI (fMRI)

Author:Silu Han  Chidi Ugonna  Nan-kuei Chen  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4055  

Room Session:1  

Institution:The University of Arizona  

Low-Rank Inversion Reconstruction for Through-Plane Accelerated Radial MR Fingerprinting at 0.35T

Author:Nikolai Mickevicius  Carri Glide-Hurst  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4044  

Room Session:1  

Institution:University of Wisconsin-Madison  

Multi-Task Accelerated MR Reconstruction Schemes for Jointly Training Multiple Contrasts

Author:Victoria Liu  Kanghyun Ryu  Cagan Alkan  John Pauly  Shreyas Vasanawala  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4053  

Room Session:1  

Institution:California Institute of Technology  Stanford University  

On the relationship between slice-GRAPPA, LeakBlock, and in-plane GRAPPA in the reconstruction of accelerated MRI data

Author:W. Scott Hoge  Jonathan Polimeni  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4054  

Room Session:1  

Institution:Brigham and Women's Hospital  Massachusetts General Hospital  Harvard Medical School  

Optimizing k-space averaging patterns for advanced denoising-reconstruction methods

Author:Jiayang Wang  Justin Haldar  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4052  

Room Session:1  

Institution:University of Southern California  

Practical Approaches to the Evaluation of Signal-to-Noise Ratio Performance with Deep Learning Denoising Image Reconstruction

Author:Zihan Wang  Jayse Weaver  PhD, Daiki Tamada  PhD, Diego Hernando  MD, PhD, Scott Reeder  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4047  

Room Session:1  

Institution:University of Wisconsin-Madison  

Sinogram Transformers: Accelerating Radial MRI using Vision Transformers

Author:David Parra  Phillip Martin  Maria Altbach  Ali Bilgin  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4045  

Room Session:1  

Institution:University of Arizona  

Two-Step Semi-Supervised Denoising for Low-field Diffusion MRI

Author:Jo Schlemper  Neel Dey  Seyed Sadegh Mohseni Salehi  Kevin Sheth  W. Taylor Kimberly  Michal Sofka  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4057  

Room Session:1  

Institution:Hyperfine  Massachusetts General Hospital  New York University  Yale University  

Voxel-wise Temporal Attention Network and Simulation-Driven Dynamic MRI Sequence Reconstruction

Author:Shouchang Guo  Jeffrey Fessler  Douglas Noll  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4050  

Room Session:1  

Institution:University of Michigan  

Zero-Shot Self-Supervised Learning for 2D T2-shuffling MRI Reconstruction

Author:Molin Zhang  Junshen Xu  Yamin Arefeen  Elfar Adalsteinsson  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction III  

Program Number:4051  

Room Session:1  

Institution:MIT