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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  

Alternating Joint Learning Approach for Variational Networks and Sampling Pattern in Parallel MRI

Author:Marcelo Zibetti  Florian Knoll  Ravinder Regatte  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Novel Image Reconstruction Techniques I  

Program Number:3287  

Room Session:1  

Institution:FAU Erlangen-Nuremberg  NYU Langone Health  

Assessment of Instabilities of Conventional and Deep Learning Multi-Coil MRI Reconstruction at Multiple Acceleration Factors

Author:Ruoxun Zi  Patricia Johnson  Florian Knoll  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction II  

Program Number:0951  

Room Session:Exhibition Hall:S8 & S9  

Institution:Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine  Department Artificial Intelligence in Biomedical Engineering, FAU Erlangen-Nuremberg  Center for Advanced Imaging Innovation and Research (CAI2R), NYU School of Medicine  

My Experience Running the fastMRI Challenges with Facebook AI Research

Author:Florian Knoll  

Session Type:Other  

Session Date:Tuesday, 10 May 2022  

Topic:

Session Name:Launch Event of the New ISMRM Challenge Format  

Program Number:

Room Session:ICC Capital Hall 1  

Institution:

    Properties of 2D MR image reconstructions with deep neural networks at high acceleration rates

    Author:Matthew Muckley  Tullie Murrell  Alireza Radmanesh  Florian Knoll  Zhengnan Huang  Anuroop Sriram  Daniel Sodickson  Yvonne Lui  

    Session Type:Digital Poster  

    Session Date:Monday, 09 May 2022  

    Topic:Module 14: Image Reconstruction  

    Session Name:Deep Learning Image Reconstruction I  

    Program Number:0849  

    Room Session:Exhibition Hall:S8 & S9  

    Institution:Facebook AI Research  Friedrich-Alexander University Erlangen-Nuremberg  NYU School of Medicine  shaped.ai