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Asymmetric Dipole Head Array for Ultra-High-Field Magnetic Resonance Imaging Turns “Dielectric Resonance” from an Enemy to a Friend.

Asymmetrical Body Birdcage Coil for Xenon-129 Imaging at 3T

Atherosclerotic Plaques on Perforating Arteries Can be Detected by Vessel Wall Imaging at 7T in Patients with Single Subcortical Infarction

ATP Degradation Rates are altered in the Diabetic Myocardium: A 31P Saturation Transfer Study (with Dual-band, quasi-Adiabatic Optimal Control)

An attempt to understand why we measure longer relaxation times in quantitative muscle MRI using MRF than using conventional methods

Author:Kirsten Koolstra  Andrew Webb  Peter Börnert  

Institution:Leiden University Medical Center  Philips Research Hamburg  

Session Type:Oral  

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

Topic:Advances in Quantitative MRI  

Session Name:Advances in MR Fingerprinting  

Program Number:0869  

Room Live Q&A Session:Wednesday Parallel 5  

Attention Based Scale Recurrent Network for Under-Sampled MRI Reconstruction

Attention-based convolutional network quantifying the importance of quantitative MR metrics in the multiple sclerosis lesion classification

Attention-Based Deep Kidney Segmentation Framework for GFR Prediction

Author:Edgar Rios Piedra  Morteza Mardani  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Digital Poster  

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

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Segmentation, Localization & Registration  

Program Number:3553  

Room Live Q&A Session:

Attention-based Semantic Segmentation of Thigh Muscle with T1-weighted Magnetic Resonance Imaging

Augmented ensemble learning is effective strategy for imbalanced small dataset: improve differentiation of low from high grade prostate cancer

Augmented magnetic resonance spectra to differentiate metastasis from glioblastoma brain tumours

Author:Nikolaos Dikaios  

Institution:University of Surrey  

Session Type:Digital Poster  

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

Topic:Cancer Imaging: Diffusion, Perfusion, MRS & Machine Learning  

Session Name:Cancer Imaging: MRS  

Program Number:4814  

Room Live Q&A Session:

Auto-calibrated simultaneous multi-slice cardiac bSSFP Cine MRI using gradient temporal modulation

Author:Yuan Zheng  Lele Zhao  Zhongqi Zhang  Zhehao Zhang  Xingxian Shou  Haojie Li  Jian Xu  Weiguo Zhang  Lu Huang  Liming Xia  

Institution:Tongji Hospital  UIH America  United Imaging Healthcare  

Session Type:Digital Poster  

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

Topic:Cardiovascular Applications  

Session Name:Cardiac Function 1  

Program Number:2176  

Room Live Q&A Session:

Auto-encoded Latent Representations of White Matter Streamlines

Author:Shenjun Zhong  Zhaolin Chen  Gary Egan  

Institution:Monash University, Australia  

Session Type:Oral  

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

Topic:Diffusion Modeling, Tractography and Applications  

Session Name:Orientation Modelling & Fibre Tractography  

Program Number:0850  

Room Live Q&A Session:Wednesday Parallel 4  

An automated 32 channel VNA RF switch for high density coil prototyping

Author:Dimitri Welting  Carel van Leeuwen  Alexander Raaijmakers  Dennis Klomp  

Institution:University Medical Center Utrecht  

Session Type:Digital Poster  

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

Topic:RF coils  

Session Name:RF Coils 2  

Program Number:4043  

Room Live Q&A Session:

Automated Cartilage Segmentation for Clinical Knee MR Images using Transfer Learning

Author:Mingrui Yang  Ceylan Colak  Andreas Nanavati  Sibaji Gaj  Carl Winalski  Naveen Subhas  Xiaojuan Li  

Institution:Cleveland Clinic  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2661  

Room Live Q&A Session:

Automated Deep-Learning-based Inversion Time Selection for Cardiac Late Gadolinium Enhancement Imaging

Automated Grading of Lumbar Disc Degeneration Using T-test Regularized Network

Automated Identification of Non-Brain Voxels for Clean Brain Extraction Using Diffusion MRI

Automated k-Space Trajectory Generation using Bayesian Reinforcement Learning for Quiet Single Shot Readout

Automated mitral valve vortex ring extraction from 4D flow MRI: impact of segmentation

Automated MR HIC Determination using Deep Learning and Frangi Filters

An automated pneumatic tactile stimulator for somatotopic mapping

Author:Ryan Willoughby  Mark Bolding  

Institution:University of Alabama at Birmingham  

Session Type:Digital Poster  

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

Topic:fMRI: Acquisition & Applications  

Session Name:Non-Connectivity-Based Applications  

Program Number:3906  

Room Live Q&A Session:

Automated Quantification of Lung Cysts at 0.55T MRI with Image Synthesis from CT using Deep Learning

Author:Ipshita Bhattacharya  Marcus Chen  Joel Moss  Adrienne Campbell-Washburn  Hui Xue  

Institution:National Institutes of Health  

Session Type:Digital Poster  

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

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Image Segmentation  

Program Number:3513  

Room Live Q&A Session:

Automated Renal Segmentation in Healthy and Chronic Kidney Disease Subjects Using A Convolutional Neural Network

Automated Segmentation for Myocardial Tissue Phase Mapping Images using Deep Learning

Automated Segmentation of Brain Meningioma MRIs with Generative Adversarial Networks

Author:Agata Sularz  Fulvio Zaccagna  Dimitri Kessler  Fraser Tonnard  Sonia Benitez  Thomas Santarius  Fiona Gilbert  Tomasz Matys  Joshua Kaggie  

Institution:University of Cambridge  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1894  

Room Live Q&A Session:

Automated segmentation of human axon and myelin from electron microscopy data using deep learning for microstructural validation and simulation

Automated Segmentation of Late Gadolinium Enhanced CMR with Deep Learning

Automated Synovitis Segmentation in Patients with Rheumatoid Arthritis

Author:Sibaji Gaj  Ceylan Colak  Mingrui Yang  Kunio Nakamura  Xiaojuan Li  

Institution:Cleveland Clinic  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2666  

Room Live Q&A Session:

Automatic Assessment of DWI-ASPECTS for Assessment of Acute Ischemic Stroke using Recurrent Residual Convolutional Network

Automatic Bone Segmentation on Whole body Diffusion-Weighted MRI using Deep Learning

Automatic Classification of MR Image Contrast

Author:Julia Cluceru  Yannet Interian  Janine Lupo  Riley Bove  Atul Butte  Jason Crane  

Institution:University of California San Francisco  USF  

Session Type:Digital Poster  

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

Topic:Neuro Acquisition and Processing  

Session Name:Emerging Neuro Brain Imaging 1  

Program Number:1804  

Room Live Q&A Session:

Automatic deep learning segmentation of grey and white matter lesions in 7T MRI data

Author:Frederik Sandig  Julian Emmerich  Edris El-Sanosy  Mark Ladd  Heinz-Peter Schlemmer  Sina Straub  

Institution:German Cancer Research Center (DKFZ)  Heidelberg University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1879  

Room Live Q&A Session:

Automatic Detection and Segmentation of Breast Cancer on MRI Using Mask R-CNN Trained on Non-Fat-Sat Images and Tested on Fat-Sat Images

Automatic feature extraction and machine learning prediction of stroke functional outcome based on histogram information of baseline ADC

Automatic Longitudinal Assessment of Hippocampal Subfields using Multi-Contrast MRI

Author:Thomas Shaw  Steffen Bollmann  Ashley York  Maryam Ziaei  Markus Barth  

Institution:The University of Queensland  

Session Type:Digital Poster  

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

Topic:Software Tools and Image Analysis  

Session Name:Software Tools  

Program Number:3658  

Room Live Q&A Session:

Automatic no-reference image quality evaluation of DWI in uterine malignancy at 3T with iShim, RESOLVE, and ss-EPI sequences – a feasibility study

Automatic quantification of ultra-high resolution quantitative first-pass perfusion imaging using deep-learning based segmentation and MOCO

Automatic Scanning: Can Computing Be Leveraged to Extend Scanning Capabilities?

Author:Juan Santos  

Institution:HeartVista, Inc.  

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  

Automatic Segmentation in Ischemic Stroke Rodent Brain with Pattern-recognition of Directional Intravoxel Incoherent Motion MRI

Automatic segmentation of dentate nuclei for microstructure assessment: application to temporal lobe epilepsy patients

Automatic Segmentation of Hyperpolarized Gas MRI via Deep Learning

Author:Joshua Astley  Alberto Biancardi  Paul Hughes  Laurie Smith  Helen Marshall  Grace Mussell  James Eaden  Nicholas Weatherley  Guilhem Collier  Jim Wild  Bilal Tahir  

Institution:University of Sheffield  

Session Type:Digital Poster  

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

Topic:Thoracic and Breast MRI  

Session Name:Hyperpolarized Gas Lung MRI  

Program Number:2284  

Room Live Q&A Session:

Automatic segmentation of thalamic nuclei from Multi-Echo MP2RAGE acquisition at 7T