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Accelerate 3D Coronary Magnetic Resonance Angiography by De-Aliasing Regularization based Compressed Sensing (DARCS)

Author:Zhihao Xue  Fan Yang  Juan Gao  Zhuo Chen  Hao Peng  Chao Zou  Chenxi Hu  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0348  

Room Session:Power Pitch Theatre 2  

Institution:Institute of Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University  Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  

Accelerated Acquisition and Cross-Platform Reconstruction of Diffusion Tensor-Derived Indices Using Convolutional Neural Networks

Author:Chih-Chien Tsai  Yao-Liang Chen  Jiun-Jie Wang  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0337  

Room Session:Power Pitch Theatre 2  

Institution:Chang Gung University  Department of Diagnostic Radiology, Chang Gung Memorial Hospital at Keelung  Chang Gung Memorial Hospital at Keelung  

Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI

Author:Shihan Qiu  Shaoyan Pan  Yikang Liu  Lin Zhao  Jian Xu  Qi Liu  Terrence Chen  Eric Chen  Xiao Chen  Shanhui Sun  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0343  

Room Session:Power Pitch Theatre 2  

Institution:Emory University  UIH America, Inc.  United Imaging Intelligence  Cedars-Sinai Medical Center  UCLA  

Coil Geometry Effects on Deep-learning-based MR Image Reconstruction

Author:Natalia Dubljevic  Stephen Moore  Michel Lauzon  Roberto Souza  Richard Frayne  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0351  

Room Session:Power Pitch Theatre 2  

Institution:Foothills Medical Centre  University of Calgary  Cumming School of Medicine  

Deep Complex Neural Network for Undersampling Spiral Artefact Removal in Diffusion Tensor Cardiovascular Magnetic Resonance with In-vivo Study

Author:Yaqing Luo  Pedro Ferreira  Dudley Pennell  Guang Yang  Sonia Nielles-Vallespin  Andrew Scott  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0338  

Room Session:Power Pitch Theatre 2  

Institution:Imperial College London  Royal Brompton Hospital  King’s College London and Imperial College London  

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

Author:Yanting Yang  Matthieu Dagommer  Jia Guo  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0356  

Room Session:Power Pitch Theatre 2  

Institution:Columbia University  

Deep-learning based motion-compensated A-LIKNet for cardiac Cine MRI reconstruction

Author:Siying Xu  Aya Ghoul  Kerstin Hammernik  Jens Kuebler  Patrick Krumm  Andreas Lingg  Daniel Rueckert  Sergios Gatidis  Thomas Kuestner  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0344  

Room Session:Power Pitch Theatre 2  

Institution:Department of Diagnostic and Interventional Radiology, University of Tuebingen  Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen  School of computation, Information and Technology,  

Evaluating Machine Learning-Based MRI Reconstruction Using Digital Image Quality Phantoms

Author:Fei Tan  Jana Delfino  Rongping Zeng  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0350  

Room Session:Power Pitch Theatre 2  

Institution:Division of Imaging, Diagnostics and Software Reliability (DIDSR), U.S. Food and Drug Administration  

Generalizable and Accurate Federated learning for Fast MR imaging Equipped with Laplacian Attention Mechanism

Author:Ruoyou Wu  Cheng Li  Juan Zou  Hairong Zheng  Shanshan Wang  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0349  

Room Session:Power Pitch Theatre 2  

Institution:Chinese Academy of Sciences  Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences  Peng Cheng Laboratory  School of Physics and Optoelectronics, Xiangtan University  University of  

Joint learning of optimal acquisition and high quality ADC mapping for low field diffusion-weighted PROPELLER MRI

Author:Jiechao Wang  Lu Wang  Chunguang Zhang  Liangjie Lin  Congbo Cai  Shuhui Cai  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0340  

Room Session:Power Pitch Theatre 2  

Institution:Foshan Ruijiatu Medical Technology Co., Ltd.  MSC Clinical & Technical Solutions, Philips Healthcare  Xiamen University  

Joint sequence optimization beats pure neural network approaches for super-resolution TSE

Author:Hoai Nam Dang  Vladimir Golkov  Jonathan Endres  Simon Weinmüller  Felix Glang  Thomas Wimmer  Daniel Cremers  Arnd Dörfler  Andreas Maier  Moritz Zaiss  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0341  

Room Session:Power Pitch Theatre 2  

Institution:Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen  Max-Planck-Institute for Biological Cybernetics  Technical University of Munich  University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg (FAU)  Munich Center for Mac  

LIPCON: Lipid Identification with Convolutional Neural Network for MR Spectroscopic Imaging

Author:Paul Weiser  Georg Langs  Stanislav Motyka  Bern Strasser  Wolfgang Bogner  Sébastien Courvoisier  Malte Hoffmann  Ovidiu Andronesi*  Antoine Klauser*  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0355  

Room Session:Power Pitch Theatre 2  

Institution:Center for Biomedical Imaging (CIBM)  Massachusetts General Hospital  Medical University of Vienna  Massachusetts General Hospital, Harvard Medical School  Siemens Healthineers International AG  University of Geneva  

Model-Assisted Deep Learning-Based Reconstruction of Accelerated Golden-Angle Radial Data for Free-Breathing Dynamic Contrast-Enhanced MRI

Author:Mahmoud Mostapha  Dominik Nickel  Laszlo Lazar  Nirmal Janardhanan  Simon Arberet  Daniel Boll  Mariappan Nadar  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0345  

Room Session:Power Pitch Theatre 2  

Institution:Department of Radiology, University Hospital Basel, University of Basel  Siemens Healthineers  Siemens Healthineers AG  Siemens Industry Software România  

A Novel End-to-end Joint Reconstruction and Segmentation Interaction Network for MRI

Author:Xiaodi Li  Yue Hu  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0342  

Room Session:Power Pitch Theatre 2  

Institution:Harbin Institute of Technology  

Physics-informed Synthetic Data Learning Boosts Multi-Scenario Fast MRI Reconstruction

Author:Zi Wang  Xiaotong Yu  Chengyan Wang  Weibo Chen  Jiazheng Wang  Ying-Hua Chu  Hongwei Sun  Rushuai Li  Peiyong Li  Fan Yang  Haiwei Han  Taishan Kang  Jianzhong Lin  Chen Yang  Shufu Chang  Zhang Shi  Sha Hua  Yan Li  Juan Hu  Liuh Zhu  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0352  

Room Session:Power Pitch Theatre 2  

Institution:Fudan University  Nanjing First Hospital  Philips Healthcare  Ruijin Hospital Lu Wan Branch, Shanghai Jiaotong University School of Medicine  Ruijin Hospital, Shanghai Jiaotong University School of Medicine  Shandong Aoxin Medical Technology Company  Siem  

Robust Deep Equilibrium Paradigms for 3D Hybrid Stack of Stars Reconstruction

Author:A M K Muntasir Shamim  Kevin Johnson  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0347  

Room Session:Power Pitch Theatre 2  

Institution:University of Wisconsin-Madison  

SISMIK: Search In Segmented Motion Input in K-space

Author:Oscar Dabrowski  Jean-Luc Falcone  Antoine Klauser  Julien Songeon  Michel Kocher  Bastien Chopard  Francois Lazeyras  Sebastien Courvoisier  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0354  

Room Session:Power Pitch Theatre 2  

Institution:EPFL  University of Geneva  

Unsupervised 4D-Flow MRI reconstruction with Deep Image Prior and Graph Convolution Neural-Network

Author:Zhongsen Li  Aiqi Sun  Wenxuan Chen  Xiancong Liu  Haining Wei  Chuyu Liu  Rui Li  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0346  

Room Session:Power Pitch Theatre 2  

Institution:Oden Institute for Computational Engineering and Sciences, University of Texas at Austin  Tsinghua University  

Unsupervised q-Space Interpolation Using Physics-Constrained Coordinate-Based Implicit Network

Author:Atakan Topcu  Abdallah Zaid Alkilani  Tolga Çukur  Emine Ulku Saritas  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0339  

Room Session:Power Pitch Theatre 2  

Institution:Bilkent University  National Magnetic Resonance Center (UMRAM), Bilkent University  Neuroscience Graduate Program, Bilkent University  

Zero-shot EPI Nyquist ghost correction with diffusion-based generative models and magnitude consistency regularization

Author:Shoujin Huang  Jingyu Li  Yuwan Wang  Ziran Chen  Shaojun Liu  Yilong Liu  Yuhui Xiong  Bing Wu  Jingzhe Liu  Hua Guo  Ed X. Wu  Mengye Lyu  

Session Type:Power Pitch  

Session Date:Monday, 06 May 2024  

Session Name:Pitch: AI-Empowered Image Reconstruction  

Program Number:0353  

Room Session:Power Pitch Theatre 2  

Institution:GE HealthCare MR Research  Jinan University  Shenzhen Technology University  The First Hospital of Tsinghua University  The University of Hong Kong  Tsinghua University