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Accelerate Pulmonary Hyperpolarized Gas MRI with Multi-Task Learning

Author:Zimeng Li  Sa Xiao  Cheng Wang  Chaohui Ye  Xin Zhou  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4307  

Room Session:1  

Institution:Key Laboratory of Magnetic Resonance in Biological Systems, State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, National Center for Magnetic Resonance in Wuhan, Wuhan Institute of Physics and Mathematics, Innovation Academy for Pr  

Accelerated VCC-Wave MR Imaging Using Deep Generative Models

Author:Congcong Liu  Zhuoxu Cui  Zhilang Qiu  Haoxiang Li  Yifan Guo  Chentao Cao  Xin Liu  Hairong Zheng  Dong Liang  Haifeng Wang  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4312  

Room Session:1  

Institution:Shenzhen Institutes of Advanced Technology,Chinese Academy of Sciences  Shenzhen College of Advanced Technology, University of Chinese Academy of Sciences  Research Centre for Medical AI, Shenzhen Institute of Advanced Technology, Chinese Academy of Scien  

Arbitrary Missing Contrast Generation Using Multi-Contrast Generative Network with An Encoder Network

Author:Geonhui Son  Yohan Jun  Sewon Kim  Dosik Hwang  Taejoon Eo*  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4308  

Room Session:1  

Institution:Yonsei University  

B1- and B1+ based bias field correction for ultra-high field MRI

Author:Yi-Cheng Hsu  Patrick Liebig  Ying-Hua Chu  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4305  

Room Session:1  

Institution:Siemens Healthcare GmbH  Siemens Healthineers Ltd.  

Calibrationless Reconstruction of Uniformly Undersampled Multi-channel MR data with Deep learning Estimation of ESPIRiT Maps

Author:Junhao Zhang  Zheyuan Yi  Yujiao Zhao  Linfang Xiao  Jiahao Hu  Christopher Man  Ed Wu  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4313  

Room Session:1  

Institution:The University of Hong Kong  The University of HongKong  

Compressed SVD for L+S Matrix Decomposition Model to Reconstruct Undersampled Dynamic MRI

Author:Muhammad Shafique  Sohaib Qazi  Irfan Ullah  Hammad Omer  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4314  

Room Session:1  

Institution:COMSATS University Islamabad  University of Geneva University Switzerland  University of the Poonch Rawalakot  

Identification of NF2 loss in meningiomas using 1H-MRS at 3T

Author:Banu Sacli-Bilmez  Abdullah Bas  Kübra Tan  Ayça Ersen Danyeli  Özge Can  M.Necmettin Pamir  Alp Dinçer  Koray Özduman  Esin Ozturk-Isik  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4310  

Room Session:1  

Institution:Acibadem Mehmet Ali Aydinlar University  Bogazici University  Health Institutes of Turkey  

Improved Nuisance Signal removal for 1H-MRSI Using a Low-Rank Plus Sparse Model with Learned Subspaces

Author:Xinyu Ye  Zepeng Wang  Fan Lam  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4315  

Room Session:1  

Institution:Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University  Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL, United States  Beckman Institute for Advanced Scie  

Memory-friendly and Robust Deep Learning Architecture for Accelerated MRI

Author:Zi Wang  Chen Qian  Di Guo  Hongwei Sun  Rushuai Li  Xiaobo Qu  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4301  

Room Session:1  

Institution:Nanjing Medical University  United Imaging Research Institute of Intelligent Imaging  Xiamen University  Xiamen University of Technology  

Multi-Adaptive Convolutional Neural Network Reconstruction (MA-CNNR) for Parallel Imaging at 1.5T Brain Images

Author:Yukio Kaneko  Atsuro Suzuki  Tomoki Amemiya  Chizue Ishihara  Yoshitaka Bito  Toru Shirai  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4306  

Room Session:1  

Institution:FUJIFILM Healthcare Corporation  

Radiomic feature-based assessment of deep learning-based compressed sensing reconstruction

Author:Tomoki Miyasaka  Satoshi Funayama  Daiki Tamada  Hiroyuki Morisaka  Hiroshi Onishi  Yasuhiko Terada  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4304  

Room Session:1  

Institution:University of Tsukuba  University of Yamanashi  

Rapid 3D MR cholangiopancreatographyin abreath-hold using deep learning constrained Compressed SENSEreconstruction

Author:yu zhang  Chunchao Xia  Xiaoyong Zhang  Zhenlin Li  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4303  

Room Session:1  

Institution:Clinical Science, Philips Healthcare  West China hospital of Sichuan University  

Susceptibility Weighted MRI for Predicting Critical Developmental Regulatory S100 Proteins in Meningiomas at 3T

Author:Sena Azamat  Buse Buz-Yalug  Abdullah Bas  Alpay Ozcan  Ayça Ersen Danyeli  Kubra Tan  Ozge Can  Necmettin Pamir  Alp Dinçer  Koray Ozduman  Esin Ozturk-Isik  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4309  

Room Session:1  

Institution:Acibadem Mehmet Ali Aydinlar University  Bogazici University  Health Institutes of Turkey  Basaksehir Cam and Sakura City Hospital  

Vascular Heterogeneity Model-based Deep Learning Reconstruction for High-Definition Dynamic Contrast Enhanced MRI

Author:Nhan Nguyen  Joon Sik Park  Seung Choi  Roh-Eul Yoo  Jaeseok Park  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4311  

Room Session:1  

Institution:Seoul National University Hospital  Sungkyunkwan University  

XCloud-pFISTA: A Medical Intelligence Cloud for Accelerated MRI Reconstruction

Author:Yirong Zhou  Chen Qian  Yi Guo  Zi Wang  Jian Wang  Biao Qu  Di Guo  Yongfu You  Xiaobo Qu  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Image Reconstruction IV  

Program Number:4302  

Room Session:1  

Institution:China Mobile Group  Xiamen University  Xiamen University of Technology