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Comprehensive Analysis of FatNav Motion Parameters Estimation Accuracy in 3D Brain Images Acquired at 3T

Author:Elisa Marchetto  Kevin Murphy  Daniel Gallichan  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Motion Correction Strategies  

Session Name:Motion: Brain & Body  

Program Number:1376  

Room Session:Concurrent 1  

Institution:Cardiff University  

Compressed sensing for accelerated multi-parameter quantitative MRI

Author:Arun Joseph  Quentin Raynaud  Antoine Lutti  Tobias Kober  Tom Hilbert  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Quantitative Relaxation Parameter Mapping in the Brain  

Session Name:Relaxometry in the Brain: High Field & Multiparameter Mapping  

Program Number:3064  

Room Session:Concurrent 1  

Institution:Lausanne University Hospital and Lausanne University  Siemens Healthcare AG  Lausanne University Hospital and University of Lausanne  Sitem-Insel  École polytechnique fédérale de Lausanne (EPFL)  University of Bern  

Compressed Sensing MRI Revisited: Optimizing $$$\ell_{1}$$$-Wavelet Reconstruction with Modern Data Science Tools

Author:Hongyi Gu  Burhaneddin Yaman  Kamil Ugurbil  Steen Moeller  Mehmet Akcakaya  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction  

Program Number:0274  

Room Session:Concurrent 1  

Institution:Center for Magnetic Resonance Research  University of Minnesota  

Compressed sensing MRI via a fusion model based on image and gradient priors

Author:Yuxiang Dai  Cheng yan Wang  He Wang  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning to Reconstruct Accelerated Scans  

Program Number:1980  

Room Session:Concurrent 1  

Institution:Fudan University  

Compressed Sensing PETRA MRI

Author:Serhat Ilbey  Johannes Fischer  Michael Bock  Ali Ozen  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Novel Acquisitions  

Session Name:Novel Encoding Strategies  

Program Number:0908  

Room Session:Concurrent 1  

Institution:Faculty of Medicine, University of Freiburg  German Consortium for Translational Cancer Research Partner Site Freiburg, German Cancer Research Center (DKFZ)  

A computational fluid dynamics framework to generate digital reference objects for perfusion imaging

Author:Ulin Nuha Qohar  Erik Hanson  Steven Sourbron  Antonella Zanna Munthe-Kaas  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Signal Modelling for Quantitative MRI  

Session Name:Signal Modelling for Quantitative MRI  

Program Number:0497  

Room Session:Concurrent 1  

Institution:University of Bergen  University of Sheffield  

Computer vision object tracking for MRI motion estimation

Author:Stefan Wampl  Tito Körner  Martin Meyerspeer  Marcos Wolf  Maxim Zaitsev  Albrecht Ingo Schmid  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Motion Correction Strategies  

Session Name:Motion: Methods  

Program Number:1363  

Room Session:Concurrent 1  

Institution:Medical University of Vienna  

Concomitant field compensation using additional oscillating gradients in a double diffusion encoding imaging sequence

Author:Julian Rauch  Frederik Laun  Theresa Palm  Jan Martin  Maxim Zaitsev  Mark Ladd  Peter Bachert  Tristan Kuder  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:Artifacts & Corrections  

Session Name:Artifacts & Corrections  

Program Number:0668  

Room Session:Concurrent 1  

Institution:German Cancer Research Center (DKFZ)  Medical Center University of Freiburg  University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)  Center for Medical Physics and Biomedical Engineering Medical University of Vienna  Heidelberg University  Lund University  

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  

Consistency, ablation, and scalability studies of DeepRF

Author:Dongmyung Shin  Jiye Kim  Juhyung Park  Jongho Lee  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:New strategies in RF Pulse Design  

Session Name:RF Pulses  

Program Number:3959  

Room Session:Concurrent 1  

Institution:Seoul National University  

Contrast enhancement of a magnetization prepared steady state sequence: an optimal control framework

Author:Benoît Vernier  Eric Van Reeth  Frank Pilleul  Olivier Beuf  Hélène Ratiney  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Optimized Sampling & Sequence Design  

Session Name:Pulse Sequence I  

Program Number:4194  

Room Session:Concurrent 1  

Institution:CREATIS, Université de Lyon, INSA Lyon, UCBL Lyon 1, UJM Saint Etienne, Unité CNRS UMR 5220, INSERM U1206, F69621  Centre Léon Bérard  CPE  Siemens Healthineers  

Convolutional Neural Network for Slab Profile Encoding (CPEN) in Simultaneous Multi-slab (SMSlab) Diffusion Weighted Imaging

Author:Jieying Zhang  Simin Liu  Yuhsuan Wu  Yajing Zhang  Hua Guo  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artifacts & Corrections  

Session Name:Artifacts & Corrections Related to the Acquisition  

Program Number:3531  

Room Session:Concurrent 1  

Institution:MR Clinical Science, Philips Healthcare  Tsinghua University  

Correcting Signal Intensity Bias in 19F MR Imaging of Inflammation by Statistical Modelling

Author:Ludger Starke  Thoralf Niendorf  Sonia Waiczies  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Signal Modelling for Quantitative MRI  

Session Name:Modelling Signals Throughout the Body  

Program Number:2862  

Room Session:Concurrent 1  

Institution:Max Delbrück Center for Molecular Medicine in the Helmholtz Association  

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  

Correction oftransmit-fieldinducedsignalinhomogeneityin 3DMP-FLAIR at 7T

Author:Jan Pedersen  Vincent Boer  Oula Puonti  Jaco Zwanenburg  Esben Petersen  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artifacts & Corrections  

Session Name:Artifacts & Corrections Related to the System & Sample  

Program Number:3554  

Room Session:Concurrent 1  

Institution:Department of Radiology, University Medical Center Utrecht  Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital  Philips Healthcare  Section for Magnetic Resonance, DTU Health Tech, Technical University of Denmark  

Correlation between multi-echo ultrashort TE and mDIXON-quant imaging for R2* mapping in liver cirrhosis

Author:Qiang Wei  Nan Wang  Ailian Liu  Qingwei Song  Renwang Pu  Lihua Chen  Jiazheng Wang  Liangjie Lin  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Quantitative Relaxation Parameter Mapping in the Body  

Session Name:Relaxometry in the Body: Thorax & Abdomen  

Program Number:3295  

Room Session:Concurrent 1  

Institution:Philips Healthcare  The First Affiliated Hospital of Dalian Medical University  

Cortical Mapping and T1-Relaxometry using Motion Corrected MPnRAGE: Test-Retest Reliability with and without Motion Correction

Author:Steven Kecskemeti  Abigail Freeman  Andrew Alexander  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Motion Correction Strategies  

Session Name:Motion: Brain & Body  

Program Number:1373  

Room Session:Concurrent 1  

Institution:University of Wisconsin-Madison  

Creation of a four-dimensional numerical phantom for Bloch simulations of water-fat systems

Author:Katsumi Kose  Ryoichi Kose  Yasuhiko Terada  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Data Processing & Software Tools  

Session Name:Software Tools for Development, Data Processing & Analysis  

Program Number:3759  

Room Session:Concurrent 1  

Institution:MRIsimulations Inc.  University of Tsukuba  

CU-Net: A Completely Complex U-Net for MR k-space Signal Processing

Author:Dipika Sikka  Noah Igra  Sabrina Gjerswold-Sellec  Cynthia Gao  Ed Wu  Jia Guo  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Optimized Signal Representation for Acquisition & Reconstruction  

Session Name:Signal Representations in Acquisition & Reconstruction  

Program Number:2618  

Room Session:Concurrent 1  

Institution:Columbia University  Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University  The University of Hong Kong  Sackler School of Medicine, Tel Aviv University  VantAI  

Current Status of Quantitative CMR in the Clinic

Author:Charlotte Manisty  

Session Type:Weekend Course  

Session Date:Saturday, 15 May 2021  

Topic:Simultaneous Multiparameter & Multidimensional Cardiovascular MRI  

Session Name:Simultaneous Multiparameter & Multidimensional Cardiovascular MRI  

Program Number:

Room Session:Concurrent 1  

Institution:University College London  

    A Custom Loss Function for Deep Learning-Based Brain MRI Reconstruction

    Author:Abhinav Saksena  Makarand Parigi  Nicole Seiberlich  Yun Jiang  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Reconstruction  

    Session Name:Machine Learning for Image Reconstruction  

    Program Number:1951  

    Room Session:Concurrent 1  

    Institution:University of Michigan  

    CUTE: Compressed Sensing UTE for Multi-Echo T2* Mapping

    Author:Stefan Sommer  Tom Hilbert  Constantin von Deuster  Natalie Hinterholzer  Markus Klarhöfer  Daniel Nanz  

    Session Type:Digital Poster  

    Session Date:Wednesday, 19 May 2021  

    Topic:Quantitative Relaxation Parameter Mapping in the Body  

    Session Name:Relaxometry in the Body: MSK & More  

    Program Number:3307  

    Room Session:Concurrent 1  

    Institution:Balgrist Campus  Siemens Healthcare  Lausanne University Hospital (CHUV)  University of Zurich  École Polytechnique Fédérale de Lausanne  

    Data-driven motion-corrected brain MRI incorporating pose dependent B0 fields

    Author:Yannick Brackenier  Lucilio Cordero-Grande  Raphael Tomi-Tricot  Tom Wilkinson  Jan Sedlacik  Philippa Bridgen  Sharon Giles  Shaihan Malik  Enrico de Vita  Joseph Hajnal  

    Session Type:Oral  

    Session Date:Monday, 17 May 2021  

    Topic:Constrained & Model-Based Reconstructions  

    Session Name:Constrained & Model-Based Reconstructions  

    Program Number:0068  

    Room Session:Concurrent 1  

    Institution:King's College London  Universidad Politécnica de Madrid and CIBER-BNN  Siemens Healthcare Limited  

    Deblurring of spiral fMRI images using deep learning

    Author:Marina Manso Jimeno  John Thomas Vaughan Jr.  Sairam Geethanath  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Analysis  

    Session Name:Machine Learning for Image Analysis  

    Program Number:2414  

    Room Session:Concurrent 1  

    Institution:Columbia Magnetic Resonance Research Center (CMRRC)  Columbia University  

    Deep Generalization of Signal Compensation for Fast Parameter Mapping in k-Space

    Author:Zhuo-Xu Cui  Yuanyuan Liu  Qingyong Zhu  Jing Cheng  Dong Liang  

    Session Type:Digital Poster  

    Session Date:Wednesday, 19 May 2021  

    Topic:Optimized Signal Representation for Acquisition & Reconstruction  

    Session Name:Signal Representations for Quantitative Applications  

    Program Number:2612  

    Room Session:Concurrent 1  

    Institution:Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  Research center for Medical AI, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  

    Deep image reconstruction for MRI usingunregisteredmeasurement pairs without ground truth

    Author:Weijie Gan  Yu Sun  Cihat Eldeniz  Jiaming Liu  Hongyu An  Ulugbek Kamilov  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Reconstruction  

    Session Name:Machine Learning for Image Reconstruction  

    Program Number:1959  

    Room Session:Concurrent 1  

    Institution:Washington University in St. Louis  

    Deep J-Sense: An unrolled network for jointly estimating the image and sensitivity maps

    Author:Marius Arvinte  Sriram Vishwanath  Ahmed Tewfik  Jonathan Tamir  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Data Acquisition & Image Reconstruction  

    Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

    Program Number:1755  

    Room Session:Concurrent 1  

    Institution:The University of Texas at Austin  

    A Deep k-means Based Tissue Extraction from Reconstructed Human Brain MR Image

    Author:Madiha Arshad  Mahmood Qureshi  Omair Inam  Hammad Omer  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Analysis  

    Session Name:Machine Learning for Image Analysis  

    Program Number:2398  

    Room Session:Concurrent 1  

    Institution:COMSATS University  

    Deep Laplacian Pyramid Networks for Fast MRI Reconstruction with Multiscale T1 Priors

    Author:Xiaoxin Li  Xinjie Lou  Junwei Yang  Yong Chen  Dinggang Shen  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Reconstruction  

    Session Name:Machine Learning to Reconstruct Accelerated Scans  

    Program Number:1972  

    Room Session:Concurrent 1  

    Institution:Case Western Reserve University  ShanghaiTech University  University of Cambridge  Zhejiang University of Technology  Shanghai United Imaging Intelligence Co., Ltd.  

    Deep Learning Based Joint MR Image Reconstruction and Under-sampling Pattern Optimization

    Author:Vihang Agarwal  Yue Cao  James Balter  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Data Acquisition & Image Reconstruction  

    Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

    Program Number:1763  

    Room Session:Concurrent 1  

    Institution:University of Michigan  

    Deep Learning Enhanced T1 Mapping and Reconstruction Framework with Spatial-temporal and Physical Constraint

    Author:Yuze Li  Huijun Chen  Haikun Qi  Zhangxuan Hu  Zhensen Chen  Runyu Yang  Huiyu Qiao  Jie Sun  Tao Wang  Xihai Zhao  Hua Guo  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Quantitative Imaging  

    Session Name:Machine Learning for Quantitative Imaging  

    Program Number:2175  

    Room Session:Concurrent 1  

    Institution:GE Healthcare  King’s College London  Peking University Third Hospital  Tsinghua University  University of Washington, Seattle  

    Deep Learning for Automated Segmentation of Brain Nuclei on Quantitative Susceptibility Mapping

    Author:Yida Wang  Naying He  Yan Li  Yi Duan  Ewart Mark Haacke  Fuhua Yan  Guang Yang  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Analysis  

    Session Name:Machine Learning for Image Analysis  

    Program Number:2403  

    Room Session:Concurrent 1  

    Institution:East China Normal University, Shanghai Key Laboratory of Magnetic Resonance  Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine  Department of Biomedical Engineering, Wayne State University  

    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  

    Deep Learning Image Reconstruction from Incomplete Fast Spin Echo MR Data

    Author:Linfang Xiao  Yilong Liu  Yujiao Zhao  Zheyuan Yi  Vick Lau  Alex T.L. Leong  Ed Wu  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Reconstruction  

    Session Name:Machine Learning for Image Reconstruction  

    Program Number:1963  

    Room Session:Concurrent 1  

    Institution:Department of Electrical and Electronic Engineering, Southern University of Science and Technology  Laboratory of Biomedical Imaging and Signal Processing, The University of Hong Kong  Department of Electrical and Electronic Engineering, The University of Hong Kong  

    Deep Learning Pathology Detection from Extremely Sparse K-Space Data

    Author:Linfang Xiao  Yilong Liu  Zheyuan Yi  Yujiao Zhao  Peiheng Zeng  Alex T.L. Leong  Ed Wu  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Analysis  

    Session Name:Machine Learning for Image Analysis  

    Program Number:2410  

    Room Session:Concurrent 1  

    Institution:Department of Electrical and Electronic Engineering, Southern University of Science and Technology  Laboratory of Biomedical Imaging and Signal Processing, The University of Hong Kong  Department of Electrical and Electronic Engineering, The University of Hong Kong  

    Deep Learning Reconstruction of MR Fingerprinting for simultaneous T1, T2* mapping and generation of WM, GM and WM lesion probability maps

    Author:Ingo Hermann  Alena-Kathrin Golla  Eloy Martinez-Heras  Ralf Schmidt  Elisabeth Solana  Sara Llufriu  Achim Gass  Lothar Schad  Sebastian Weingärtner  Frank Zöllner  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Quantitative Imaging  

    Session Name:Machine Learning for Quantitative Imaging  

    Program Number:2180  

    Room Session:Concurrent 1  

    Institution:Delft University of Technology  Universitat de Barcelona  University Heidelberg  

    Deep learning-based reconstruction of highly-accelerated 3D MRI MPRAGE images

    Author:Sangtae Ahn  Uri Wollner  Graeme McKinnon  Rafi Brada  John Huston  J. DeMarco  Robert Shih  Joshua Trzasko  Dan Rettmann  Isabelle Heukensfeldt Jansen  Christopher Hardy  Thomas Foo  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Reconstruction  

    Session Name:Machine Learning to Reconstruct Accelerated Scans  

    Program Number:1973  

    Room Session:Concurrent 1  

    Institution:GE Healthcare  GE Research  Mayo Clinic College of Medicine  Walter Reed National Military Medical Center  Uniformed Services University of the Health Sciences  

    Deep Learning-Based Respiratory Navigator Echo (DLnav) for Robust Free-Breathing Abdominal MRI

    Author:Yuji Iwadate  Atsushi Nozaki  Shigeo Okuda  Tetsuya Wakayama  Masahiro Jinzaki  

    Session Type:Digital Poster  

    Session Date:Monday, 17 May 2021  

    Topic:Motion Correction Strategies  

    Session Name:Motion: Methods  

    Program Number:1356  

    Room Session:Concurrent 1  

    Institution:GE Healthcare Japan  Keio University School of Medicine  

    Deep Learning-Based Rigid-Body Motion Correction in MRI using Multichannel Data

    Author:Miriam Hewlett  Ivailo Petrov  Maria Drangova  

    Session Type:Digital Poster  

    Session Date:Monday, 17 May 2021  

    Topic:Motion Correction Strategies  

    Session Name:Motion: Methods  

    Program Number:1357  

    Room Session:Concurrent 1  

    Institution:Robarts Research Institute  Western University  

    Deep learning-based thoracic cavity segmentation for hyperpolarized 129Xe MRI

    Author:Suphachart Leewiwatwong  Junlan Lu  David Mummy  Isabelle Dummer  Kevin Yarnall  Ziyi Wang  Bastiaan Driehuys  

    Session Type:Oral  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Analysis  

    Session Name:Machine Learning for Image Analysis  

    Program Number:0391  

    Room Session:Concurrent 1  

    Institution:Duke University  McGill University  

    Deep Low-rank plus Sparse Network for Dynamic MR Imaging

    Author:Wenqi Huang  Ziwen Ke  Zhuo-Xu Cui  Jing Cheng  Zhilang Qiu  Sen Jia  Yanjie Zhu  Dong Liang  

    Session Type:Oral  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Data Acquisition & Image Reconstruction  

    Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

    Program Number:0225  

    Room Session:Concurrent 1  

    Institution:Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  Shenzhen College of Advanced Technology, University of Chinese Academy of Sciences  

    Deep Manifold Learning for Dynamic MR Imaging

    Author:Ziwen Ke  Zhuo-Xu Cui  Jing Cheng  Leslie Ying  Xin Liu  Hairong Zheng  Yanjie Zhu  Dong Liang  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Reconstruction  

    Session Name:Machine Learning for Image Reconstruction  

    Program Number:1945  

    Room Session:Concurrent 1  

    Institution:Shenzhen Institutes of Advanced Technology  University at Buffalo, The State University of New York  

    Deep unrolled network with optimal sampling pattern to accelerate multi-echo GRE acquisition for quantitative susceptibility mapping

    Author:Jinwei Zhang  Hang Zhang  Pascal Spincemaille  Mert Sabuncu  Thanh Nguyen  Ilhami Kovanlikaya  Yi Wang  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Quantitative Imaging  

    Session Name:Machine Learning for Quantitative Imaging  

    Program Number:2166  

    Room Session:Concurrent 1  

    Institution:Cornell University  Weill Cornell Medical College  

    Deep, Deep Learning with BART

    Author:Moritz Blumenthal  Martin Uecker  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Data Acquisition & Image Reconstruction  

    Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

    Program Number:1754  

    Room Session:Concurrent 1  

    Institution:University Medical Center Göttingen  DZHK (German Centre for Cardiovascular Research)  University of Göttingen  

    DeepControl: AI-powered slice flip-angle homogenization by 2DRF pulses

    Author:Mads Vinding  Christoph Aigner  Jason Stockmann  Bastien Guérin  Sebastian Schmitter  Torben Lund  

    Session Type:Oral  

    Session Date:Thursday, 20 May 2021  

    Topic:New strategies in RF Pulse Design  

    Session Name:New Strategies in RF Pulse Design  

    Program Number:0785  

    Room Session:Concurrent 1  

    Institution:Aarhus University  Harvard Medical School  Physikalisch-Technische Bundesanstalt (PTB)  Massachusetts General Hospital  University of Minnesota  

    A Deep-Learning Framework for Image Reconstruction of Undersampled and Motion-Corrupted k-space Data

    Author:Nalini Singh  Juan Iglesias  Elfar Adalsteinsson  Adrian Dalca  Polina Golland  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Data Acquisition & Image Reconstruction  

    Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

    Program Number:1758  

    Room Session:Concurrent 1  

    Institution:Massachusetts Institute of Technology  Massachusetts General Hospital  University College London  

    Deep-Learning-Based Motion Correction For Quantitative Cardiac MRI

    Author:Alfredo De Goyeneche  Shuyu Tang  Nii Addy  Bob Hu  William Overall  Juan Santos  

    Session Type:Oral  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Image Analysis  

    Session Name:Machine Learning for Image Analysis  

    Program Number:0387  

    Room Session:Concurrent 1  

    Institution:HeartVista, Inc.  

    DeepResp: Deep Neural Network for respiration-induced artifact correction in 2D multi-slice GRE

    Author:Hongjun An  Hyeong-Geol Shin  Sooyeon Ji  Woojin Jung  Sehong Oh  Dongmyung Shin  Juhyung Park  Jongho Lee  

    Session Type:Digital Poster  

    Session Date:Monday, 17 May 2021  

    Topic:Motion Correction Strategies  

    Session Name:Motion: Methods  

    Program Number:1352  

    Room Session:Concurrent 1  

    Institution:Hankuk University of Foreign Studies  Seoul National University  

    DeepRF-Grad: Simultaneous design of RF pulse and slice selective gradient using self-learning machine

    Author:Jiye Kim  Dongmyung Shin  Juhyung Park  Hwihun Jeong  Jongho Lee  

    Session Type:Digital Poster  

    Session Date:Thursday, 20 May 2021  

    Topic:New strategies in RF Pulse Design  

    Session Name:RF Pulses  

    Program Number:3957  

    Room Session:Concurrent 1  

    Institution:Seoul National University  

    DeepSlider: Deep learning-powered gSlider for improved robustness and performance

    Author:Juhyung Park  Dongmyung Shin  Hyeong-Geol Shin  Jiye Kim  Jongho Lee  

    Session Type:Digital Poster  

    Session Date:Tuesday, 18 May 2021  

    Topic:Machine Learning for Data Acquisition & Image Reconstruction  

    Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

    Program Number:1759  

    Room Session:Concurrent 1  

    Institution:Seoul National University