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Attention-based two-stage network for non-cartesian multi-coil ASL MRI reconstruction

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

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2798  

Room Session:Exhibition Hall (Hall 403)  

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

CAMERA-NET: Cascade Multi-Level Wavelet neural network with data consistency for MRI Reconstruction

Author:Gaojie Zhu  Xiongjie Shen  Hua Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2806  

Room Session:Exhibition Hall (Hall 403)  

Institution:Anke High-tech Co., Ltd  Center for Biomedical Imaging Research  

Deep image-pass filter for dynamic MRI reconstruction

Author:Yinghao Zhang  Yue Hu  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2797  

Room Session:Exhibition Hall (Hall 403)  

Institution:Harbin Institute of Technology  

Deep Learning with Spatio-Channel Regularization for Accelerated Cardiac Cine

Author:Omer Demirel  Fahime Ghanbari  Manuel Morales  Patrick Pierce  Scott Johnson  Jennifer Rodriguez  Jordan Street  Warren Manning  Reza Nezafat  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2795  

Room Session:Exhibition Hall (Hall 403)  

Institution:Beth Israel Deaconess Medical Center and Harvard Medical School  

Deep Learning-based Reconstruction of Accelerated MR Cholangiopancreatography

Author:Jinho Kim  Marcel Dominik Nickel  Florian Knoll  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2804  

Room Session:Exhibition Hall (Hall 403)  

Institution:Friedrich-Alexander-Universität Erlangen-Nürnberg  Siemens Healthineers AG  

DeepSepSTI: Improved Susceptibility Tensor Reconstruction by Anisotropic Susceptibility Source Separation

Author:Zhenghan Fang  Hyeong-Geol Shin  Blake Dewey  Peter Calabresi  Peter Van Zijl  Jeremias Sulam  Xu Li  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2808  

Room Session:Exhibition Hall (Hall 403)  

Institution:Johns Hopkins University  Johns Hopkins University School of Medicine  Kennedy Krieger Institute  

Denoising very low field magnetic resonance images using native noise modeling and deep learning

Author:Tonny Ssentamu  Ronald Omoding  Atamba Edgar  Pius Mukwaya  Jjuuko William  Alvin Kimbowa  Sairam Geethanath  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2801  

Room Session:Exhibition Hall (Hall 403)  

Institution:Icahn School of Medicine at Mount Sinai  Makerere University  

High-Resolution Deep Learning Reconstruction (HR-DLR) to Improve Sharpness in Diffusion Weighted Imaging

Author:Kensuke Shinoda  Shun Uematsu  Yuki Takai  Hideaki Kutsuna  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2803  

Room Session:Exhibition Hall (Hall 403)  

Institution:Canon Medical Systems Corporation  

Image reconstruction performance using mixed real and synthetic MR phase training data

Author:Nikhil Deveshwar  Erin Argentieri  Abhejit Rajagopal  Sharmila Majumdar  Peder Larson  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2799  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of California, San Francisco  University of California, Berkeley  

Latent-Optimized Adversarial Regularizers for accelerated MRI

Author:Huayu Wang  Jing Cheng  Chen Luo  Taofeng Xie  Qiyu Jin  Zhuo-xu Cui  Dong Liang  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2802  

Room Session:Exhibition Hall (Hall 403)  

Institution:Inner Mongolia University  Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences  Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  Inner Mongolia Medical University  

Mixed-sequence training for deep subspace learning image reconstruction of T1-T2-T2*-FF CMR Multitasking data

Author:Zheyuan Hu  Tianle Cao  Zihao Chen  Yibin Xie  Debiao Li  Anthony Christodoulou  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2793  

Room Session:Exhibition Hall (Hall 403)  

Institution:Cedars-Sinai Medical Center  David Geffen School of Medicine at UCLA  University of California, Los Angeles  

Model based rEconstruction by Deep Algorithm unrolLing (MEDAL) for fast 3D whole-heart T2 mapping

Author:Alberto Di Biase  Alina Schneider  Rene Botnar  Claudia Prieto  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2807  

Room Session:Exhibition Hall (Hall 403)  

Institution:King’s College London  Millennium Institute for Intelligent Healthcare Engineering  Pontificia Universidad Católica de Chile  

RANGR: Deep Learning Autonavigation of Free-Breathing Golden-Angle Radial Abdominal MRI

Author:Joel Jose Nario  Victor Murray  Anthony Mekhanik  Ricardo Otazo  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2794  

Room Session:Exhibition Hall (Hall 403)  

Institution:Memorial Sloan Kettering Cancer Center  Weill Cornell Graduate School of Medical Sciences  NewYork-Presbyterian/Weill Cornell Medical Center  

Robust Magnetic Resonance Reconstruction by Alternating Deep Low-Rank Approach

Author:Yihui Huang  Zi Wang  Xinlin Zhang  Meijin Lin  Di Guo  Xiaobo Qu  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2800  

Room Session:Exhibition Hall (Hall 403)  

Institution:Xiamen University  Fuzhou University  Xiamen University of Technology  

Robust Partial Fourier Reconstruction with Zero-shot Deep Untrained Generative Prior

Author:So Hyun Kang*  Jihoo Kim*  Jaejin Cho  Clarissa Cooley  Berkin Bilgic  Tae Hyung Kim  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2805  

Room Session:Exhibition Hall (Hall 403)  

Institution:Hongik University  Massachusetts General Hospital  Harvard Medical School  Harvard/MIT Health Sciences and Technology  

Simultaneously Multi-slice Imaging by the Fusion of Reconstruction and Collecting Under-sampled Signal with Deep Learning (FoCUS)

Author:Yuki SATO  Naoya ENDO  Shohei OUCHI  Satoshi ITO  

Session Type:Digital Poster  

Session Date:Tuesday, 07 May 2024  

Session Name:Image Reconstruction with Deep Learning I  

Program Number:2796  

Room Session:Exhibition Hall (Hall 403)  

Institution:National Institute of Technology, Oyama College  Utsunomiya University