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Deep Learning Segmentation of Lenticulostriate Arteries on 3D Black Blood MRI

Deep learning-based partial Fourier reconstruction for improved prostate DWI

Deep Learning-based Quantification of Proton Density Fat Fraction and R2* in the Liver

Deep learning-based sCTs with uncertainty estimation from heterogeneous paediatric brain MRI

Author:Matteo Maspero  Laura Bentvelzen  Mark Savenije  Enrica Seravalli  Geert Janssens  Cornelis van den Berg  Marielle Philippens  

Institution:UMC Utrecht  Princess Maxima Center  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Pediatric Innovations  

Session Name:Pediatric Head to Toe  

Program Number:0081  

Room Live Q&A Session:Monday Parallel 3  

Deep learning-based thigh muscle segmentation for reproducible fat fraction quantification using fat-water decomposition MRI

Author:Jie Ding  Varut Vardhanabhuti  Eric Lai  Yuan Gao  Sophelia Chan  Peng Cao  

Institution:The University of Hong Kong  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Emerging Methods and Machine Learning in Musculoskeletal MRI  

Session Name:Machine Learning in Musculoskeletal  

Program Number:0249  

Room Live Q&A Session:Monday Parallel 4  

Deep Learning-based Single-shot T2* Mapping Using Multiple Overlapping-Echo Detachment Acquisition

Author:Qinqin Yang  Jian Wu  Wei Wang  Jiyang Dong  Shuhui Cai  Congbo Cai  

Institution:Xiamen University  

Session Type:Oral  

Session Live Q&A Date:Wednesday, 12 August 2020  

Topic:Advances in Quantitative MRI  

Session Name:Quantitative Relaxation Parameter Mapping: Better, Faster, Stronger  

Program Number:0894  

Room Live Q&A Session:Wednesday Parallel 5  

A deep network for continuous motion detection during MRI scanning

Author:Isabelle Heukensfeldt Jansen  Sangtae Ahn  Rafi Brada  Michael Rotman  Christopher J. Hardy  

Institution:GE Global Research Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Mitigating motion, artifacts and imperfections  

Session Name:Motion Correction: Brain  

Program Number:3364  

Room Live Q&A Session:

A deep network for reconstruction of undersampled fast-spin-echo MR images with suppressed fine-line artifact

Author:Sangtae Ahn  Anne Menini  Christopher Hardy  

Institution:GE Global Research  GE Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 1  

Program Number:3594  

Room Live Q&A Session:

Deep Network Interpolation for Accelerated Parallel MR Image Reconstruction

Deep Shoulder CT Image Synthesis from MR via Context-aware 2.5D Generative Adversarial Networks

Deep Simultaneous Optimization of Sampling and Reconstruction for Multi-contrast MRI

Author:Xinwen Liu  Jing Wang  Fangfang Tang  Shekhar Chandra  Feng Liu  Stuart Crozier  

Institution:The University of Queensland  Griffith University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 3  

Program Number:3619  

Room Live Q&A Session:

Deep subspace learning: Enhancing speed and scalability of deep learning-based reconstruction of dynamic imaging data

Author:Christopher Sandino  Frank Ong  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Novel Pulse Sequences and Reconstruction Techiques  

Session Name:Novel Acquisitions & Reconstructions  

Program Number:0599  

Room Live Q&A Session:Tuesday Parallel 4  

A Deep Transfer Learning Model for Liver Stiffness Classification using Clinical and T2-Weighted MRI Data

A Deep Transfer Learning Model to Predict Patient Outcome in ICH using the Fusion of Clinical and Fluid-Attenuated Inversion Recovery Imaging Data

DeepCEST 3T: Robust neural network prediction of 3T CEST MRI parameters including uncertainty quantification

DeepECG: Towards 3-D Continuous Cardiac MRI without ECG-Gating - Deep Learning-based R-Wave Classification for Automated Cardiac Phase Binning

Deep-learning based motion correction for brain conductivity reconstruction

Author:Jan Hendrik Wuelbern  Ulrich Katscher  Karsten Sommer  Axel Saalbach  Jalal Andre  

Institution:Philips Research Europe  University of Washington  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 1  

Program Number:3596  

Room Live Q&A Session:

Deep-learning reconstruction for 3D Delayed Myocardial Enhancement

Default mode network connectivity differences in levodopa responsive subtypes of Parkinson’s disease patients with freezing of gait.

Defining the Clinical Needs in Underserved Populations

Author:Susan Sotardi  

Institution:Children's Hospital Philadelphia  

Session Type:Weekday Course  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Educational Q&A: Value  

Session Name:Value of MRI: A Global Perspective  

Program Number:

Room Live Q&A Session:Monday Parallel 1  

    Definition of Brainstem Nuclei: Ventral Tegmental Area (VTA) and Dorsal Raphe Nucleus (DRN)

    Author:Anna Crawford  Stephen Jones  Mark Lowe  

    Institution:Cleveland Clinic Foundation  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:Neuro Acquisition and Processing  

    Session Name:Emerging Neuro Brain Imaging 4  

    Program Number:1843  

    Room Live Q&A Session:

    A deflectable positionally-localized Virtual Biopsy “Gun”: Construct and initial testing

    Delayed urea differential enhancement CEST (dudeCEST)-MRI with T1 correction for monitoring renal urea handling

    Delineating the grey matter-white matter interface directly from diffusion MRI data

    Delta Radiomic Features from serial bi-parametric MRI are associated with biopsy upgrading of prostate cancer patients on Active Surveillance

    Demonstrating the benefits of high gradients in short-T2 MRI

    Denoising of DWI signal using deep learning

    Deregulation of lipid metabolism in postmenopausal breast cancer patients using double quantum filtered correlation spectroscopy (DQF-COSY)

    Derivation of quantitative T1 map from a single MR image using a self-attention deep neural network

    Author:Yan Wu  Yajun Ma  Jiang Du  Lei Xing  

    Institution:Stanford University  University of California San Diego  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:ML: Image Reconstruction  

    Session Name:Machine Learning for Image Reconstruction 3  

    Program Number:3628  

    Room Live Q&A Session:

    The Design & Implementation of Digital Receivers for MRI

    Author:Robin Dykstra  

    Institution:Victoria University of Wellington  

    Session Type:Sunrise Session  

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

    Topic:Hands-on Physics and Engineering Sunrise Q&A  

    Session Name:Hands-On: Making Custom Electronics  

    Program Number:

    Room Live Q&A Session:Thursday Parallel 5  

    Design and comparison of the RF systems for frequency encoding by nonlinear Bloch-Siegert shift at low field MRI

    Author:Yonghyun Ha  Kartiga Selvaganesan  Baosong Wu  Charles Rogers III  Sajad Hosseinnezhadian  Gigi Galiana  R. Todd Constable  

    Institution:Yale School of Medicine  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:MR Engineering  

    Session Name:MR Engineering in Action 1  

    Program Number:4282  

    Room Live Q&A Session:

    Design and evaluation of a dual-tuned circular dipole antenna up to 14T MRI

    Design and simulation of a transmit coil system for human head and neck imaging at 5 T

    Design considerations for short-wave motion tracking

    Author:Christoph Schildknecht  David Brunner  Thomas Schmid  Klaas Pruessmann  

    Institution:ETH Zurich and University of Zurich  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:MR Engineering  

    Session Name:MR Engineering in Action 1  

    Program Number:4293  

    Room Live Q&A Session:

    Design of a Permanent Magnet for MRI of the Ankle on the International Space Station

    Design of an 8-channel transmit array coil using the equivalent circuit model of the manufactured structure

    Author:Ehsan Kazemivalipour  Alireza Sadeghi-Tarakameh  Ugur Yilmaz  Ergin Atalar  

    Institution:Bilkent University  

    Session Type:Oral - Power Pitch  

    Session Live Q&A Date:Wednesday, 12 August 2020  

    Topic:RF technologies  

    Session Name:RF Components & Coils  

    Program Number:0758  

    Room Live Q&A Session:Wednesday Parallel 5  

    Design of frequency division duplex RF system for frequency encoding using Bloch-Siegert shift

    Author:Yonghyun Ha  Kartiga Selvaganesan  Charles Rogers III  Baosong Wu  Sajad Hosseinnezhadian  Gigi Galiana  R. Todd Constable  

    Institution:Yale School of Medicine  

    Session Type:Oral - Power Pitch  

    Session Live Q&A Date:Wednesday, 12 August 2020  

    Topic:RF technologies  

    Session Name:RF Components & Coils  

    Program Number:0749  

    Room Live Q&A Session:Wednesday Parallel 5  

    Design of shim coils by combination of simple building blocks: Romeo and Hoult revisited

    Author:Michael Packer  Mark Fromhold  Richard Bowtell  

    Institution:University of Nottingham  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:Interventional MR and Safety Issues  

    Session Name:Gradient & B0 Safety  

    Program Number:4218  

    Room Live Q&A Session:

    Design of transmit array coils for MRI by minimizing the modal reflection coefficients

    Author:Ehsan Kazemivalipour  Alireza Sadeghi-Tarakameh  Ergin Atalar  

    Institution:Bilkent University  

    Session Type:Oral  

    Session Live Q&A Date:Wednesday, 12 August 2020  

    Topic:RF technologies  

    Session Name:Novel RF Approaches  

    Program Number:0762  

    Room Live Q&A Session:Wednesday Parallel 5  

    Design optimization of unshielded 8Tx transmit arrays for the head consisting of loops or dipoles at 7 Tesla

    Author:Carel van Leeuwen  Cornelis van den Berg  Dennis Klomp  Alexander Raaijmakers  

    Institution:University Medical Center Utrecht  Eindhoven University of Technology  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:MR Engineering  

    Session Name:Simulation in MR Design & Analysis  

    Program Number:4261  

    Room Live Q&A Session:

    Designing RF Screens for MRI guided Fucused Ultrasound Applications

    Author:Rock Hadley  Henrik Odeen  Robb Merrill  Sam Adams  Viola Rieke  Allison Payne  Dennis Parker  

    Institution:University of Utah  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:Interventional MR and Safety Issues  

    Session Name:Interventional: MR-Guided HIFU  

    Program Number:4122  

    Room Live Q&A Session:

    Detectability of the Dura Matter at 7T using Compressed Sensing

    Author:Olivier Mougin  Joshua McAteer  Matthan Caan  Penny Gowland  

    Institution:Amsterdam University Medical Center  SPMIC  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:Neuro Acquisition and Processing  

    Session Name:Neuroimaging: Acquisition 1  

    Program Number:1748  

    Room Live Q&A Session: