3D Spatially-Resolved Phase Graph

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

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)

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

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

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

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

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  

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

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

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

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

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

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

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

Myelin Water Imaging Using STFR with Exchange

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

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

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

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

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

Substituting Gadolinium In Human Brain MRI Using DeepContrast

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