Browse All

Current Filters

CLEAR FILTER x

TITLE

3D Spatially-Resolved Phase Graph

Author:Xiang Gao  V.G. Kiselev  Thomas Lange  Jürgen Hennig  Maxim Zaitsev  

Institution:Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1040  

Room Live Q&A Session:Thursday Parallel 1  

Assessing the effect of registration and model quality using attention gates for brain-age prediction with convolutional neural networks.

Author:Nicola Dinsdale  Emma Bluemke  Mark Jenkinson  Ana Namburete  

Institution:University of Oxford  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1026  

Room Live Q&A Session:Thursday Parallel 1  

CAMRIE – Cloud-Accessible MRI Emulator

Author:Eros Montin  Giuseppe Carluccio  Christopher Collins  Riccardo Lattanzi  

Institution:New York University School of Medicine  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1037  

Room Live Q&A Session:Thursday Parallel 1  

Chemical sHift bAsed pRospectIve k-Space anonyMizAtion (CHARISMA)

Author:Hendrik Mattern  Martin Knoll  Falk Lüsebrink  Oliver Speck  

Institution:Otto-von-Guericke University  German Center for Neurodegenerative Disease  Center for Behavioral Brain Sciences  Leibniz Institute for Neurobiology  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1049  

Room Live Q&A Session:Thursday Parallel 1  

Data-driven Motion Detection for MR Fingerprinting

Author:Gregor Körzdörfer  Pedro Lima Cardoso  Peter Bär  Simone Kitzer  Wolfgang Bogner  Siegfried Trattnig  Mathias Nittka  

Institution:Medical University of Vienna  Siemens Healthcare GmbH  Christian Doppler Laboratory for Clinical Molecular MR Imaging, MOLIMA  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1013  

Room Live Q&A Session:Thursday Parallel 1  

Deep Learning-based Fetal-Uterine Motion Modeling from Volumetric EPI Time Series

Author:Muheng Li  Yi Xiao  Tingyin Liu  Junshen Xu  Esra Turk  Borjan Gagoski  Karen Ying  Polina Golland  P. Ellen Grant  Elfar Adalsteinsson  

Institution:Boston Children’s Hospital  Harvard Medical School  Massachusetts Institute of Technology  Tsinghua University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1027  

Room Live Q&A Session:Thursday Parallel 1  

Detection of white matter hyperintensities using Triplanar U-Net ensemble network

Author:Vaanathi Sundaresan  Mark Jenkinson  Giovanna Zamboni  Ludovica Griffanti  

Institution:University of Oxford  FMRIB, Wellcome Centre for Integrative Neuroimaging (WIN), Nuffield Department of Clinical Neurosciences, University of Oxford  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1024  

Room Live Q&A Session:Thursday Parallel 1  

Developing a Novel and Robust Preprocessing Pipeline for Intensity-Based High-Resolution Magnetic Resonance Angiogram

Author:Wei Zhu  Yi Zhang  Xiao-Hong Zhu  Wei Chen  

Institution:University of Minnesota  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1051  

Room Live Q&A Session:Thursday Parallel 1  

A dynamic digital phantom with realistic vasculature and perfusion based on MR histology

Author:Chengyue Wu  David Hormuth  Federico Pineda  Gregory Karczmar  Robert Moser  Thomas Yankeelov  

Institution:University of Chicago  University of Texas at Austin  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1041  

Room Live Q&A Session:Thursday Parallel 1  

Dynamic Water, Fat, R2* and B0 Field Inhomogeneity Quantification Using Multi-Echo Multi-Spoke Radial FLASH

Author:Zhengguo Tan  Peter Dechent  Xiaoqing Wang  Nick Scholand  Dirk Voit  Jens Frahm  Martin Uecker  

Institution:Max-Planck-Institute for Biophysical Chemistry  University Medical Center Göttingen  German Center for Cardiovascular Research (DZHK)  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1019  

Room Live Q&A Session:Thursday Parallel 1  

End-to-End Full Automated Pipeline using a Convolutional Neural Network for Lung Segmentation in Phase-Resolved Functional Lung (PREFUL) MRI

Author:Cristian Crisosto  Andreas Voskrebenzev  Marcel Gutberlet  Filip Klimeš  Frank Wacker  Till Kaireit  Gesa Poeler  Lea Behrendt  Christopher Korz  Jens Vogel-Claussen  

Institution:Hanover Medical School  Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL)  German Center for Lung Research (DZL)  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1036  

Room Live Q&A Session:Thursday Parallel 1  

Estimation of Pharmacokinetic Parameters from DCE-MRI by Extracting Long and Short Time-dependent Features Using a LSTM network

Author:Jiaren Zou  James Balter  Yue Cao  

Institution:University of Michigan  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1032  

Room Live Q&A Session:Thursday Parallel 1  

Event-Based Traversing of Hierarchical Sequences Allows Real-Time Execution and Arbitrary Looping in a Scanner-Independent MRI Framework

Author:Daniel Hoinkiss  Cristoffer Cordes  Simon Konstandin  Matthias Günther  

Institution:Fraunhofer MEVIS  University of Bremen  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1043  

Room Live Q&A Session:Thursday Parallel 1  

Exploration of Feature Space in Semantic Segmentation Convolutional Neural Networks

Author:Logan Thorneloe  Arjun Desai  Garry Gold  Brian Hargreaves  Neal Bangerter  Akshay Chaudhari  

Institution:Brigham Young University  Imperial College London  Stanford University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1029  

Room Live Q&A Session:Thursday Parallel 1  

Free-breathing Abdominal Fat Spectroscopy with Multi-Echo Rosette k-space Sampling

Author:Suma Anand  Adam Bush  Christopher Sandino  Shreyas Vasanawala  Michael Lustig  

Institution:Stanford University  University of California Berkeley  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1014  

Room Live Q&A Session:Thursday Parallel 1  

Gradient Optimization (GrOpt) Toolbox: A Software Package for Fast Gradient Waveform Design

Author:Michael Loecher  Matthew Middione  Daniel Ennis  

Institution:Stanford  Veterans Administration Health Care System  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1044  

Room Live Q&A Session:Thursday Parallel 1  

Identification and Correction of Errors in Quantitative Multi-Parameter Mapping (MPM)

Author:Tobias Streubel  Leonie Klock  Martina Callaghan  Simone Kühn  Antoine Lutti  Karsten Tabelow  Nikolaus Weiskopf  Gabriel Ziegler  Siawoosh Mohammadi  

Institution:Department of Clinical Neuroscience  Max Planck Institute for Human Cognitive and Brain Sciences  Otto-von-Guericke-University  UCL Institute of Neurology, UCL  University Medical Center Hamburg-Eppendorf  Weierstrass Institute for Applied Analysis and S  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1016  

Room Live Q&A Session:Thursday Parallel 1  

Improved Depiction of Meningioma Boundaries in MR Elastography Using a Novel Inhomogeneous Learned Inversion

Author:Jonathan Scott  Arvin Arani  Armando Manduca  Joshua Trzasko  John Huston III  Richard Ehman  Matthew Murphy  

Institution:Mayo Clinic  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1033  

Room Live Q&A Session:Thursday Parallel 1  

In vivo voxel-wise parcellation of the human cerebral cortex using 3D MR fingerprinting (MRF) and supervised machine learning classification

Author:Shahrzad Moinian  Viktor Vegh  David Reutens  

Institution:The University of Queensland  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1034  

Room Live Q&A Session:Thursday Parallel 1  

Intra-volume motion correction via Bayesian imputation in multi-parametric mapping (MPM) quantitative imaging

Author:Mikael Brudfors  Yaël Balbastre  John Ashburner  Siawoosh Mohammadi  Martina Callaghan  

Institution:University College London  University Medical Center Hamburg-Eppendorf  Max Planck Institute for Human Cognitive and Brain Sciences  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1012  

Room Live Q&A Session:Thursday Parallel 1  

Large-scale quantitative atlases over the whole adult age range

Author:Gian Franco Piredda  Peipeng Liang  Tom Hilbert  Hongjian He  Jean-Philippe Thiran  Yi Sun  Jianhui Zhong  Kuncheng Li  Tobias Kober  

Institution:Capital Medical University  Capital Normal University, Beijing Key Laboratory of Learning and Cognition  Lausanne University Hospital and University of Lausanne  Siemens Healthcare AG  Siemens Healthcare Ltd.  Zhejiang University  Beijing Key Laboratory o  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1011  

Room Live Q&A Session:Thursday Parallel 1  

Learning white matter fingerprints from structural information

Author:Colin Hansen  Qi Yang  Francois Rheault  Bramsh Qamar  Owen Williams  Susan Resnick  Eleftherios Garyfallidis  Adam Anderson  Maxime Descoteaux  Bennett Landman  Kurt Schilling  

Institution:Indiana University Bloomington  National Institute on Aging  Universite de Sherbrooke  Vanderbilt University  Vanderbilt University Institute of Imaging Science  Vanderbilt University Medical Center  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1022  

Room Live Q&A Session:Thursday Parallel 1  

Longitudinal FreeSurfer with non-linear subject-specific template improves sensitivity to cortical thinning

Author:Malte Hoffmann  David Salat  Martin Reuter*  Bruce Fischl*  

Institution:Athinoula A. Martinos Center for Biomedical Imaging  Harvard Medical School  German Center for Neurodegenerative Diseases  Massachusetts Institute of Technology  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1050  

Room Live Q&A Session:Thursday Parallel 1  

Model-based quantitative mapping for highly accelerated ?rst-pass perfusion cardiac MRI

Author:Teresa Correia  Torben Schneider  Amedeo Chiribiri  

Institution:King's College London  Philips Healthcare  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1017  

Room Live Q&A Session:Thursday Parallel 1  

MRI Raw Data Compression for long-term storage in large-scale population imaging

Author:Philipp Ehses  Marten Veldmann  Yiming Dong  Tony Stöcker  

Institution:German Center for Neurodegenerative Diseases (DZNE)  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1048  

Room Live Q&A Session:Thursday Parallel 1  

Multi-Center Phantom Validation of a Novel Method for Temperature Correction in PDFF Estimation using Magnitude Chemical Shift-Encoded MRI

Author:Ruvini Navaratna  Timothy Colgan  Ruiyang Zhao  Houchun Harry Hu  Mark Bydder  Takeshi Yokoo  Mustafa Bashir  Michael Middleton  Suraj Serai  Daria Malyarenko  Thomas Chenevert  Mark Smith  Walter Henderson  Gavin Hamilton  Yunhong Shu   Sir  

Institution:Calimetrix, LLC  Children's Hospital of Philadelphia  Cincinnati Children's Hospital Medical Center  Duke University Medical Center  Mayo Clinic  Nationwide Children's Hospital  University of California - Los Angeles  University of California - San Diego  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1009  

Room Live Q&A Session:Thursday Parallel 1  

Multi-path Deformable Convolutional Neural Network with Label Distribution Learning for Fetal Brain Age Prediction

Author:Lufan Liao  Xin Zhang  Fenqiang Zhao  Jingjiao Lou  Li Wang  Xiangmin Xu  He Zhang  Gang Li  

Institution:Fudan University  South China University of Technology  The University of North Carolina at Chapel Hill  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1028  

Room Live Q&A Session:Thursday Parallel 1  

Multi-Site, Multi-Vendor Validation of the Accuracy and Reproducibility of Fat Quantification using a Novel MRI and CT Compatible Fat Phantom

Author:Ruiyang Zhao  Diego Hernando  David Harris  Louis Hinshaw  Ke Li  Jessica Miller  Perry Pickhardt  Ihab Kamel  Mahadevappa Mahesh  Mounes Ghasabeh  Mustafa Bashir  Jean Shaffer  Carolyn Lowry  Daniele Marin  Takeshi Yokoo   Ananthakrishnan  

Institution:Duke University  John Hopkins University  University of Texas Southwestern  University of Wisconsin-Madison  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1008  

Room Live Q&A Session:Thursday Parallel 1  

Myelin Water Imaging Using STFR with Exchange

Author:Steven Whitaker  Gopal Nataraj  Jon-Fredrik Nielsen  Jeffrey Fessler  

Institution:Memorial Sloan Kettering Cancer Center  University of Michigan  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1020  

Room Live Q&A Session:Thursday Parallel 1  

Myelin-sensitive Quantitative Maps: Two’s Company, Three’s a Crowd?

Author:Matteo Mancini  Eva Alonso-Ortiz  Mara Cercignani  Julien Cohen-Adad  Nikola Stikov  

Institution:Polytechnique Montreal  University of Sussex  Cardiff University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1010  

Room Live Q&A Session:Thursday Parallel 1  

Numerical simulation of 4D Flow MRI

Author:Thomas Puiseux  Anou Sewonu  Ramiro Moreno  Simon Mendez  Franck Nicoud  

Institution:SPIN UP  University Montpellier, CNRS  ALARA Expertise  INSERM U1048  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1042  

Room Live Q&A Session:Thursday Parallel 1  

Organ-based estimation of the chronological age based on 3D MRI scans

Author:Sherif Abdulatif  Karim Armanious  Anish Rao Bhaktharaguttu  Thomas Küstner  Bin Yang  Sergios Gatidis  

Institution:University Hospital Tübingen  University of Stuttgart  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1025  

Room Live Q&A Session:Thursday Parallel 1  

OSSI Manifold Model for High-Resolution fMRI Joint Reconstruction and Quantification

Author:Shouchang Guo  Douglas Noll  Jeffrey Fessler  

Institution:University of Michigan  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1018  

Room Live Q&A Session:Thursday Parallel 1  

Quantification of T1? using magnetic resonance fingerprinting

Author:Brendan Eck  Jeehun Kim  Mingrui Yang  Xiaojuan Li  

Institution:Cleveland Clinic  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1021  

Room Live Q&A Session:Thursday Parallel 1  

A Reconstruction Compatible, Fast and Memory Efficient Visualization Framework for Large-scale Volumetric Dynamic MRI

Author:Cedric Yue Sik Kin  Frank Ong  Jonathan Tamir  Michael Lustig  John Pauly  Shreyas Vasanawala  

Institution:Stanford University  University of California Berkeley  The University of Texas at Austin  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1046  

Room Live Q&A Session:Thursday Parallel 1  

Reproducibility and Repeatability of Three-dimensional Magnetic Resonance Fingerprinting-based Human Brain Morphometry

Author:Shohei Fujita  Guido Buonincontri  Matteo Cencini  Naoyuki Takei  Rolf Schulte  Issei Fukunaga  Akifumi Hagiwara  Wataru Uchida  Masaaki Hori  Ryusuke Irie  Koji Kamagata  Osamu Abe  Shigeki Aoki  

Institution:GE Healthcare  Imago7 Foundation  Juntendo University  The University of Tokyo  Toho University Omori Medical Center  IRCCS Stella Maris  Tokyo Metropolitan University  University of Pisa  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1007  

Room Live Q&A Session:Thursday Parallel 1  

SARDU-Net: a new method for model-free, data-driven experiment design in quantitative MRI

Author:Francesco Grussu  Stefano Blumberg  Marco Battiston  Andrada Ianu?  Saurabh Singh  Fiona Gong  Hayley Whitaker  David Atkinson  Claudia Gandini Wheeler-Kingshott  Shonit Punwani  Eleftheria Panagiotaki  Thomy Mertzanidou  Daniel Alexander  

Institution:Champalimaud Centre for the Unknown  University College London  University of Pavia  IRCCS Mondino Foundation  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1035  

Room Live Q&A Session:Thursday Parallel 1  

SigPy.RF: Comprehensive Open-Source RF Pulse Design Tools for Reproducible Research

Author:Jonathan Martin  Frank Ong  Jun Ma  Jonathan Tamir  Michael Lustig  William Grissom  

Institution:Stanford University  University of California Berkeley  Vanderbilt University  UT Austin  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1045  

Room Live Q&A Session:Thursday Parallel 1  

Specific Absorption Rate prediction for open source pulse sequence programming

Author:Sairam Geethanath  Jon-Fredrik Nielsen  Douglas Noll  John Vaughan Jr.  

Institution:Columbia University  University of Michigan  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1047  

Room Live Q&A Session:Thursday Parallel 1  

StackGen-Net: A Stacked Generalization of 3D Orthogonal Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities

Author:Lavanya Umapathy  Gloria Guzman Perez-Carrillo  Mahesh Bharath Keerthivasan  Maria Altbach  Blair Winegar  Craig Weinkauf  Ali Bilgin  

Institution:University of Arizona  Siemens Healthcare USA  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1023  

Room Live Q&A Session:Thursday Parallel 1  

Stack-of-Stars Inversion-Recovery MRI for Free-Breathing T1 Mapping and IR-Prepared Fat/Water Separation

Author:Li Feng  Kai Tobias Block  Thomas Benkert  Ye Tian  Chenyu Liu  Fang Liu  Zahi Fayad  Yang Yang  

Institution:Biomedical Engineering and Imaging Institute and Department of Radiology, Icahn School of Medicine at Mount Sinai  Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University School of Medicine  Department of  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Quantitative MRI: Reproducibility, Robustness & New Directions  

Program Number:1015  

Room Live Q&A Session:Thursday Parallel 1  

SUBSTITUTING GADOLINIUM IN BRAIN MRI USING DEEPCONTRAST: A PROOF-OF-CONCEPT STUDY IN MICE

Author:Haoran Sun  Xueqing Liu  Xinyang Feng  Chen Liu  Nanyan Zhu  Sabrina Gjerswold-Selleck  Hong-Jian Wei  Pavan Upadhyayula  Angeliki Mela  Cheng-Chia Wu  Peter Canoll  Andrew Laine  John Vaughan  Scott Small  Jia Guo  

Institution:Columbia University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1030  

Room Live Q&A Session:Thursday Parallel 1  

Substituting Gadolinium In Human Brain MRI Using DeepContrast

Author:Chen Liu  Nanyan Zhu  Xinyang Feng  Frank Provenzano  John Vaughan  Scott Small  Jia Guo  

Institution:Columbia University  Facebook  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1031  

Room Live Q&A Session:Thursday Parallel 1  

Sycomore: an MRI simulation toolkit

Author:Julien Lamy  Paulo Loureiro de Sousa  

Institution:University of Strasbourg-CNRS  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1038  

Room Live Q&A Session:Thursday Parallel 1  

Virtual Scanner: MRI Experiments in a Browser

Author:Gehua Tong  Sairam Geethanath  Keerthi Ravi  Marina Manso Jimeno  Enlin Qian  Jr., John Vaughan  

Institution:Columbia University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Quantification, ML, and Tools  

Session Name:MRI Toolbox  

Program Number:1039  

Room Live Q&A Session:Thursday Parallel 1