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DC-Swin: Deep Cascade of Swin Transformer with Sensitivity Map for Parallel MRI Reconstruction

Author:Naoto Fujita  Yasuhiko Terada  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2919  

Room Session:Exhibition Halls D/E  

Institution :University of Tsukuba  

2.5D Networks for Physics-Guided Deep Learning Reconstruction of 3D Non-Cartesian MRI from Limited Training Data

Author:Chi Zhang  Davide Piccini  Omer Burak Demirel  Gabriele Bonanno  Steen Moeller  Burhaneddin Yaman  Matthias Stuber  Mehmet Akçakaya  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2920  

Room Session:Exhibition Halls D/E  

Institution :Lausanne University Hospital and University of Lausanne  Siemens Healthineers International  University of Minnesota  Center for Biomedical Imaging  

Greedy Learning for Memory-Efficient Self-Supervised MRI Reconstruction

Author:Arushi Gupta  Batu Ozturkler  Arda Sahiner  Tolga Ergen  Arjun Desai  Shreyas Vasanawala  John Pauly  Morteza Mardani  Mert Pilanci  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2921  

Room Session:Exhibition Halls D/E  

Institution :California Institute of Technology  Stanford University  

High Resolution MR Reconstruction with Functionally Separate Neural Networks

Author:Hideaki Kutsuna  Shun Uematsu  Kensuke Shinoda  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2922  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Systems Corporation  

Improving variational network based 2D MRI reconstruction via feature-space data consistency

Author:Ilias Giannakopoulos  Patricia Johnson  Riccardo Lattanzi  Matthew Muckley  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2923  

Room Session:Exhibition Halls D/E  

Institution :Meta  New York University Grossman School of Medicine  

Accelerate Single-Channel 3D MRI through Undersampling and Deep Neural Network Reconstruction

Author:Christopher Man  Vick Lau  Jiahao Hu  Junhao Zhang  Linfang Xiao  Ed Wu  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2924  

Room Session:Exhibition Halls D/E  

Institution :the University of Hong Kong  

Deep Unfolding MR reconstruction - weighting the k-space sampling Density in training Loss (wkDeLo)

Author:Parna Eshraghi Boroojeni  Wejie Gan  Jiaming Liu  Yuyang Hu  Yasheng Chen  Paul Commean  Cihat Eldeniz  Tongyao Wang  Gary Skolnick  Corinne Merrill  Kamlesh Patel  Hongyu An  Ulugbek Kamilov  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2925  

Room Session:Exhibition Halls D/E  

Institution :Washington University in Saint Louis  

A Regularized Conditional GAN for Posterior Sampling in MR Image Reconstruction

Author:Matthew Bendel  Rizwan Ahmad  Philip Schniter  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2926  

Room Session:Exhibition Halls D/E  

Institution :The Ohio State University  

Acquisition Adaptive Unrolled Deep Learning Framework for Parallel MRI

Author:Aniket Pramanik  Sampada Bhave  Saurav Sajib  Samir Sharma  Mathews Jacob  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2927  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Research USA  University of Iowa  

Posterior Sampling for Accelerated Multicoil MRI Reconstruction using a Conditional Normalizing Flow

Author:Jeffrey Wen  Rizwan Ahmad  Philip Schniter  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2928  

Room Session:Exhibition Halls D/E  

Institution :The Ohio State University  

MixRecon: A neural network mixing CNN and Transformer utilizes hybrid representations of image features for Accelerated MRI Reconstruction

Author:Hongjian Kang  Liping Zhang  Weitian Chen  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2929  

Room Session:Exhibition Halls D/E  

Institution :The Chinese University of Hong Kong  

Model-based neural ODE network for parallel MRI reconstruction

Author:Jun-Hyeok Lee  Gawon Lee  Se-Hong Oh  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2930  

Room Session:Exhibition Halls D/E  

Institution :Hankuk University of Foreign Studies  

Multicoil Deep Equilibrium MRI Reconstruction

Author:Muntasir Shamim  Chenwei Tang  Leonardo Rivera  Kevin Johnson  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2931  

Room Session:Exhibition Halls D/E  

Institution :University of Wisconsin Madison  

Recovery with self-calibrated denoisers from multiple undersampled images (ReSiDe-M)

Author:Sizhuo Liu  Philip Schniter  Rizwan Ahmad  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2932  

Room Session:Exhibition Halls D/E  

Institution :The Ohio State University  

Accelerating MRI Using Vision Transformer with Unpaired Unsupervised Training

Author:Peizhou Huang  Hongyu Li  Ruiying Liu  Xiaoliang Zhang  Xiaojuan Li  Dong Liang  Leslie Ying  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2933  

Room Session:Exhibition Halls D/E  

Institution :Cleveland Clinic  SIAT CAS  State University of New York at Buffalo  

On Training Model Bias of Deep Learning based Super-resolution Frameworks for Magnetic Resonance Imaging

Author:Mamata Shrestha  Nian Wang  Ukash Nakarmi  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2934  

Room Session:Exhibition Halls D/E  

Institution :Indiana University School of Medicine  University of Arkansas  Stark Neurosciences Research Institute  

Deep Learning-based MRI Reconstruction with Artificial Fourier Transform(AFT)-Net

Author:Yanting Yang  Andrew F. Laine  Jia Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2935  

Room Session:Exhibition Halls D/E  

Institution :Columbia University  

When System Model meets Image Prior: An Unsupervised Deep Learning Architecture for Accelerated Magnetic Resonance Imaging

Author:Ibsa Jalata  Ukash Nakarmi  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2936  

Room Session:Exhibition Halls D/E  

Institution :University of Arkansas  

Self-Supervised MR Image Reconstruction with Stage-by-Stage Data Refinement

Author:Xue Liu  Cheng Li  Yu Zhang  Haoran Li  Yeqi Wang  Hairong Zheng  Shanshan Wang  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2937  

Room Session:Exhibition Halls D/E  

Institution :Shenzhen institutes of advanced technology, Chinese Academy of Sciences  Peng Cheng Laboratory  Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People’s Hospital, Guangdong Aca  

Accelerated MRI Reconstruction Using a Lightweight Recurrent Transformer: ReconFormer

Author:Pengfei Guo  Yiqun Mei  Jinyuan Zhou  Shanshan Jiang  Vishal Patel  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Deep Learning Image Reconstruction I  

Program Number:2938  

Room Session:Exhibition Halls D/E  

Institution :Johns Hopkins University