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Deep Learning Based ESPIRiT Reconstruction for Highly Accelerated 2D Phase Contrast MRI

Deep learning based fully automatic analysis of gastric motility from contrasty-enhanced MRI

Author:Xiaokai Wang  Jiayue Cao  Minkyu Choi  Zhongming Liu  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Digestive, Diabetes & Pancreas  

Session Name:Digestive, Diabetes & Pancreas  

Program Number:0252  

Room Session:Concurrent 5  

Institution:University of Michigan  

Deep learning based high resolution IVIM parameter mappingin lacunar infarction patients

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

Deep Learning Based Super-resolution of Diffusion MRI Data

Author:Zifei Liang  Jiangyang Zhang  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Diffusion Acquisition & Post-Processing  

Session Name:Diffusion Acquisition & Post-Processing  

Program Number:1348  

Room Session:Concurrent 6  

Institution:New York University School of Medicine  

Deep Learning Enables 60% Accelerated Volumetric Brain MRI While Preserving Quantitative Performance – A Prospective, Multicenter Trial

Deep learning for fast 3D low field MRI

Deep learning for synthesizing apparent diffusion coefficient maps of the prostate: A tentative study based on generative adversarial networks

Deep Learning Identifies Neuroimaging Signatures of Alzheimer's Disease Using Structural and Artificial Functional MRI Data

Deep Learning of ADC Maps from Under-sampled Diffusion-Weighted Radially Sampled MRI

Deep learning reconstruction enables highly accelerated T2 weighted prostate MRI

Author:Patricia Johnson  Angela Tong  Paul Smereka  Awani Donthireddy  Robert Petrocelli  Hersh Chandarana  Florian Knoll  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Prostate  

Session Name:Prostate: Deep Learning  

Program Number:4122  

Room Session:Concurrent 5  

Institution:New York University School of Medicine  

Deep learning reconstruction including de-streaking capability for motion-robust T1-weighted breast imaging

Deep Learning Using Synthetic Data for Signal Denoising and Spectral Fitting in Deuterium Metabolic Imaging

Deep Learning-based Adaptive Image Combination for Signal-Dropout Suppression in Liver DWI

Deep Learning-Based ESPIRiT Reconstruction for Accelerated 2D Phase Contrast MRI: Analysis of the Impactof Reconstruction Induced Phase Errors

Deep Learning-based high-resolution pseudo-CT to detect cranial bone abnormalities for pediatric patients using MRI

Deep Learning-Based Liver Fat and R2* Mapping with Uncertainty Estimation using Self-Gated Free-Breathing Stack-of-Radial MRI

Deep learning-based reconstruction for 3D coronary MR angiography with a 3D variational neural network (3D-VNN)

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 Semi-supervised Meniscus Segmentation with Uncertainty Estimation

Deep Learning-Driven Automatic Scan Plane Alignment for Needle Tracking in MRI-Guided Interventions

Deep Multiple Sclerosis Lesion Segmentation with Anatomical Convolution and Lesion-wise Loss

Author:Hang Zhang  Jinwei Zhang  Pascal Spincemaille  Thanh Nguyen  Yi Wang  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Multiple Sclerosis  

Session Name:MS: Myelin & Lesion Characterization  

Program Number:2811  

Room Session:Concurrent 6  

Institution:Cornell University  

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

Deep-Learning Based Image Reconstruction for Lumbar Spine MRI at 3T: Clinical Feasibility

Deep-Learning epicardial fat quantification using 4-chambers Cardiac MRI segmentation, comparison with total epicardial fat volume

Deep-learning-based noise reduction incorporating inhomogeneous spatial distribution of noise in parallel MRI imaging

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

Delayed mapping of 2H-labeled choline using Deuterium Metabolic Imaging (DMI) reveals active choline metabolism in rat glioblastoma.

Author:Henk De Feyter  Monique Thomas  Kevan Ip  Kevin Behar  Robin de Graaf  

Session Type:Oral  

Session Date:Monday, 17 May 2021  

Topic:Cancer: Contrast Agents & MRS  

Session Name:Cancer: Contrast Agents & MRS  

Program Number:0016  

Room Session:Concurrent 2  

Institution:Yale University  

DEMO: Deep MR Parametric Mapping using Unsupervised Multi-tasking Framework

Denoise functional magnetic resonance imaging with variance-stabilizing transformation and optimal singular value shrinkage (VST-SVS)

Author:Wei Zhu  Xiaodong Ma  Xiao-Hong Zhu  Kamil Ugurbil  Wei Chen  Xiaoping Wu  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:fMRI of Animal Models  

Session Name:fMRI Using Animal Models: Methods  

Program Number:2914  

Room Session:Concurrent 3  

Institution:University of Minnesota  

Denoising dynamic CrCEST in skeletal muscle following exercise using low rank tensor approximations

Author:Neil Wilson  Mark Elliott  Dushyant Kumar  Ravinder Reddy  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Muscle MRI  

Session Name:Muscle MRI  

Program Number:3178  

Room Session:Concurrent 4  

Institution:Siemens Medical Solutions USA Inc  University of Pennsylvania  

Denoising MR 2D COSY spectra using a joint sparse parametric Matching Pursuit (jSPaMP)

A Densely Connected Neural Network with Frequency Balancing Loss for Adipose Tissue Segmentation in Children using Free-Breathing Abdominal MRI

Dephasing the speaking brain: Cleaning covert sentence production activation maps with a phase-based fMRI data analysis

Depicting capsular injury and disc tears of the sternoclavicular joint with the use of direct MRI arthrography

Author:Helen Harvey  

Session Type:SMRT Poster Presentations  

Session Date:Monday, 17 May 2021  

Topic:SMRT Posters  

Session Name:SMRT Poster Awards Session  

Program Number:S30  

Room Session:

Institution:Cambridge University Hospitals  

Depicting capsular injury and disc tears of the sternoclavicular joint with the use of direct MRI arthrography

Author:Helen Harvey  

Session Type:SMRT Poster Presentations  

Session Date:Monday, 17 May 2021  

Topic:SMRT Posters  

Session Name:SMRT Poster Presentations: Clinical  

Program Number:S30  

Room Session:SMRT Session  

Institution:Cambridge University Hospitals  

Depicting the developmental trajectories of brain cerebral blood flow using 3D ASL in children aged 28 days to 15 years.

Design and Construction of a Low-Cryogen, Lightweight, High-Performance, Head-only Compact 7T MRI

Design and Development of a Hybrid Helmholtz Coil System for Production of Low Magnetic Field System (up to 7 mT)

Author:Yenal Gokpek  Ozkan Doganay  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Systems Engineering I  

Session Name:Hot-Wired Systems: Gradients & Magnets  

Program Number:3103  

Room Session:Concurrent 2  

Institution:Ege University  

Design and testing of a four-channel receive array coil on a 50 mT permanent magnet system.

Author:Javad Parsa  Thomas O'Reilly  Bart de Vos  Andrew Webb  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Interventional & Low-Field MRI  

Session Name:Engineering & Applying Low-Field MRI  

Program Number:4037  

Room Session:Concurrent 3  

Institution:Leiden University Medical Center  

Design of a 19-Channel hybrid array system for Foot/Ankle Imaging at 7T

Author:Aditya Bhosale  Leslie Ying  Xiaoliang Zhang  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:RF Design II  

Session Name:Innovative Transmit Coils  

Program Number:1578  

Room Session:Concurrent 2  

Institution:University at Buffalo  

The design of a low-weight homogenous Halbach helmet for imaging the adult brain.

Author:Thomas O'Reilly  Andrew Webb  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Interventional & Low-Field MRI  

Session Name:Engineering & Applying Low-Field MRI  

Program Number:4041  

Room Session:Concurrent 3  

Institution:Leiden University Medical Center  

Design of a neonatal head and cardiac imaging system and parallel-transmit volume/receive phased array for 7T MRI during early infancy

Designing Studies of Diagnostic Imaging

Author:Susan Mallett  

Session Type:Weekend Course  

Session Date:Saturday, 15 May 2021  

Topic:Statistics for MRI  

Session Name:Statistics for MRI  

Program Number:

Room Session:Concurrent 4  

Institution:University College London  

    Detectable velocity range in single-cell tracking by time-lapse MRI

    Author:Enrica Wilken  Felix Freppon  Max Masthoff  Cornelius Faber  

    Session Type:Oral  

    Session Date:Monday, 17 May 2021  

    Topic:Contrast Agents & Preclinical Studies  

    Session Name:Contrast Agents & Preclinical Studies  

    Program Number:0081  

    Room Session:Concurrent 2  

    Institution:University Hospital Muenster