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Ablation Studies in 3D Encoder-Decoder Networks for Brain MRI-to-PET Cerebral Blood Flow Transformation

Author:Ramy Hussein  Moss Zhao  Jia Guo  Kevin Chen  David Shin  Michael Moseley  Greg Zaharchuk  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2195  

Room Session:Concurrent 1  

Institution:GE Healthcare  Stanford University  University of California, Riverside  

Automatic Quantitative Analysis of Low-field Infant Brain MR Images

Author:Bo Peng  Baohua Hu  Mao Sheng  Yuqi Liu  ZhongChang Miao  Zijun Dong  Jian Bao  SiSeung Kim  Bing Keong Li  Yakang Dai  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2188  

Room Session:Concurrent 1  

Institution:Department of Medical Imaging, Lianyungang Women and Children Hospital and Health Institute  Department of Radiology, Children’s Hospital of Soochow University  Department of Radiology, The First People’s Hospital of Lianyungang  Jiangsu LiCi Medical Device Co., Ltd.  Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences  Suzhou Key Laboratory of Medical and Health Information Technology  Jinan Guoke Medical Engineering Technology Development co., Ltd.  

Comparison of deformable registration techniques for real-time MR-based motion correction in PET/MR

Author:Thibault Marin  Yanis Djebra  Paul Han  Vanessa Landes  Yue Zhuo  Kuan-Hao Su  Georges El Fakhri  Chao Ma  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2197  

Room Session:Concurrent 1  

Institution:GE Healthcare  Massachusetts General Hospital, Harvard Medical School  LTCI, Telecom Paris, Institut Polytechnique de Paris  

CONN-NLM: a novel CONNectome-based Non-Local Means filter for PET-MRI denoising

Author:Zhuopin Sun  Steven Meikle  Fernando Calamante  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2193  

Room Session:Concurrent 1  

Institution:The University of Sydney  

Correction of Image Distortions Arising from RF Encoding with Nonlinear Fields

Author:Paul Wang  Michael Mullen  Lance DelaBarre  Michael Garwood  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2191  

Room Session:Concurrent 1  

Institution:University of Minnesota  

Deep learning for fast 3D low field MRI

Author:Reina Ayde  Tobias Senft  Najat Salameh  Mathieu Sarracanie  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2192  

Room Session:Concurrent 1  

Institution:University of Basel  

Development and Evaluation of a software for Parametric Patlak mapping using PET/MRI input function (CALIPER).

Author:Praveen Dassanayake  Lumeng Cui  Elizabeth Finger  Andrea Soddu  Bjoern Jakoby  Keith St. Lawrence  Gerald Moran  Udunna Anazodo  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2196  

Room Session:Concurrent 1  

Institution:Lawson Health Research Institute  Siemens Healthineers  University of Saskatchewan  University of Surrey  University of Western Ontario  

Development of a Numerical Bloch Solver for Low-Field Pulse Sequence Modeling

Author:John Adams  William Handler  Blaine Chronik  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2187  

Room Session:Concurrent 1  

Institution:Western University  xMR Labs  

First-Principle Image SNR Synthesis Depending on Field Strength

Author:Charles McGrath  Mohammed Albannay  Alexander Jaffray  Christian Guenthner  Sebastian Kozerke  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2186  

Room Session:Concurrent 1  

Institution:University and ETH Zurich  

Free-Breathing MR-based Attenuation Correction for Whole-Body PET/MR Exams

Author:Patrick Korf  Wolfgang Thaiss  Ambros Beer  Meinrad Beer  Dominik Nickel  Thomas Vahle  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2185  

Room Session:Concurrent 1  

Institution:Siemens Healthcare GmbH  University Hospital Ulm  

Generalizing Ultra-low-dose PET/MRI Networks Across Radiotracers: From Amyloid to Tau

Author:Kevin Chen  Olalekan Adeyeri  Tyler Toueg  Elizabeth Mormino  Mehdi Khalighi  Greg Zaharchuk  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2194  

Room Session:Concurrent 1  

Institution:Salem State University  Stanford University  

High resolution PET image denoising using anatomical priors by K-nearest neighborhood method in the feature space

Author:Mehdi Khalighi  Timothy Deller  Kevin Chen  Tyler Toueg  Dawn Holley  Kim Halbert  Floris Jansen  Elizabeth Mormino  Michael Zeineh  Farshad Moradi  Greg Zaharchuk  Andrei Iagaru  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2184  

Room Session:Concurrent 1  

Institution:GE Healthcare  Stanford University  

Impact of motion on simultaneously acquired PET/MRI of myocardial infarcted heart.

Author:Heeseung Lim  Benjamin Wilk  Jane Sykes  John Butler  Gerald Moran  Jonathan Thiessen  Gerald Wisenberg  Frank Prato  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2183  

Room Session:Concurrent 1  

Institution:Lawson Health Research Institute  Siemens Healthcare Limited  MyHealth Centre  Western University  

Low-field MR imaging using multiplicative regularization

Author:Merel de Leeuw den Bouter  Martin van Gijzen  Rob Remis  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2189  

Room Session:Concurrent 1  

Institution:Delft University of Technology  

MR-based motion correction and anatomical guidance for improved PET image reconstruction in cardiac PET-MR imaging

Author:Camila Munoz  Sam Ellis  Stephan Nekolla  Karl Kunze  Teresa Vitadello  Radhouene Neji  René Botnar  Julia Schnabel  Andrew Reader  Claudia Prieto  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2182  

Room Session:Concurrent 1  

Institution:King's College London  Technical University of Munich  Technische Universitat Munchen  Siemens Healthcare Limited  

A registration approach for cardiac PET/CT and MR images

Author:Xiaomeng Wu  Shuai Liu  Li Huo  Xihai Zhao  Fei Shang  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2198  

Room Session:Concurrent 1  

Institution:Beijing institute of technology  Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College  Tsinghua University School of Medicine  

Unsupervised Denoising for Low-field Diffusion MRI

Author:Jo Schlemper  Neel Dey  Seyed Sadegh Mohseni Salehi  Carole Lazarus  Rafael O'Halloran  Prantik Kundu  Michal Sofka  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Modelling, Reconstruction & Processing in Low-Field MRI & PET-MRI  

Program Number:2190  

Room Session:Concurrent 1  

Institution:Hyperfine Research Inc.  New York University  Icahn School of Medicine at Mount Sinai