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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

A deep neural network with convolutional LSTM for brain tumor segmentation in multi-contrast volumetric MRI

Author:Namho Jeong  Byungjai Kim  Jongyeon Lee  HyunWook Park  

Institution:Korea Advanced Institute of Science and Technology  

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:3510  

Room Live Q&A Session:

Deep PET-Prior: MR-derived Zero-Dose PET Prior for Differential Contrast Enhancement of PET

Deep Residual Grappa (DeepGrappa): A General Purpose Self-calibrated AI based MR Reconstruction

Author:Hui Xue  James Moon  Peter Kellman  

Institution:Barts Heart Centre, Barts Health NHS Trust  NHLBI, NIH  

Session Type:Digital Poster  

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

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 4  

Program Number:3640  

Room Live Q&A Session:

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:

A deep transfer learning model for early prediction of cognitive deficits using brain structural connectome data in very preterm infants

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

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

DeepHIBRID: How to condense the sampling in the k-q joint space for microstructural diffusion metric estimation empowered by deep learning

A Deep-Learning Based 3D Liver Motion Prediction for MR-guided-Radiotherapy

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 based Segmentation and Localization of White Matter Hyperintensities on Magnetic Resonance Images

A deep-learning based synthesized T2 weighted imaging with multi-modality information and k-space correction

Deep-learning Methods for Meniscus Segmentation in Knee MRI

Deep-learning reconstruction for 3D Delayed Myocardial Enhancement

Deep-Learning Reconstruction Method for Improved High-Resolution Imaging of the Lateral Rectus-Superior Rectus Band in a Clinical Setting

Author:Patrick Quarterman  Gul Moonis  Marc Lebel  

Institution:Columbia University  GE Healthcare  

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:1897  

Room Live Q&A Session:

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

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:

Delayed cerebrovascular response within deep white matter may alter the cortical-subcortical connections in small vessel disease patients

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

Delineation of language network maturation during infancy with multi-modal perfusion and functional MRI

Demonstrating the benefits of high gradients in short-T2 MRI

Denoise magnitude diffusion magnetic resonance images via variance-stabilizing transformation and optimal singular-value manipulation

Author:Xiaoping Wu  Kamil Ugurbil  

Institution:Medical School, University of Minnesota  

Session Type:Digital Poster  

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

Topic:Diffusion Acquisition, Reconstruction and Signal Analysis  

Session Name:Diffusion: Reconstruction & Artefact Correction 2  

Program Number:4360  

Room Live Q&A Session:

Depicting White Matter Developmental Trajectory Using Diffusional Kurtosis Imaging:from neonate through childhood

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:

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 deep neural network in time-phase encoding plane for compressed sensing cardiovascular CINE MRI

Author:Chang-Beom Ahn  Seong-Jae Park  

Institution:Kwangwoon University  

Session Type:Digital Poster  

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

Topic:Mitigating motion, artifacts and imperfections  

Session Name:Acquisition, Reconstruction & Motion Artefact Correction  

Program Number:3382  

Room Live Q&A Session:

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 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 B0 robust adiabatic multi-band inversion pulses with high time-bandwidth products and smooth slice selective gradients

Author:Christoph Aigner  Sebastian Schmitter  

Institution:Physikalisch-Technische Bundesanstalt (PTB)  

Session Type:Digital Poster  

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

Topic:RF, Encoding, and Sampling & Application of Nascent Acquisitions  

Session Name:RF Pulses & Pulse Sequences  

Program Number:3692  

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:

Detecting brain structural abnormality associated with breast cancer and chemotherapy using GQI

Detecting Early Changes in ACL-Reconstructed Knee Cartilage Using Diffusion-Weighted MRI

Author:Halston Sandford  Marianne Black  Akshay Chaudhari  Arjun Desai  Feliks Kogan  Brian Hargreaves  Garry Gold  Valentina Mazzoli  

Institution:Stanford University  

Session Type:Digital Poster  

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

Topic:Bone, Cartilage, and Muscle  

Session Name:Cartilage 1  

Program Number:2731  

Room Live Q&A Session:

Detecting Early Changes in ACL-Reconstructed Knees: Cluster Analysis of T2 Relaxation Times from 3 Months to 18 Months Post-Surgery

Detecting early response to immune checkpoint inhibitors by multimodal molecular imaging

Author:Yu Saida  Shun Kishimoto  Yasunori Otowa  Kazutoshi Yamamoto  Jeffery Brender  Nallathamby Devasahayam  Murali Krishna  

Institution:National Cancer Institute  

Session Type:Digital Poster  

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

Topic:Hyperpolarization and Molecular Imaging  

Session Name:Hyperpolarization 2  

Program Number:3025  

Room Live Q&A Session:

Detecting motor unit activity during volitional muscle contraction – Motor Unit MRI

Author:Linda Heskamp  Matthew Birkbeck  Ian Schofield  Roger Whittaker  Andrew Blamire  

Institution:Newcastle University  Newcastle upon Tyne NHS Foundation Trust  

Session Type:Digital Poster  

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

Topic:Bone, Cartilage, and Muscle  

Session Name:Muscle 1  

Program Number:2706  

Room Live Q&A Session:

Detecting Muscle Activity using a 0.5T Upright Open MRI – A Pilot Study Using a Double Echo Steady State Sequence to Measure T2 in Biceps and Triceps

Author:Noor Shaikh  Andrew Yung  Honglin Zhang  John Street  Cornelia Laule  Thomas Oxland  David Wilson  

Institution:University of British Columbia  

Session Type:Digital Poster  

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

Topic:Bone, Cartilage, and Muscle  

Session Name:Muscle 1  

Program Number:2708  

Room Live Q&A Session:

Detecting neuronal connectivity using diffusion tensor imaging in a Parkinson`s disease mouse basal ganglia using 9.4T MRI

Author:Sang-Jin Im  Hyeon-Man Baek  

Institution:Gachon University  

Session Type:Digital Poster  

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

Topic:Diffusion Microstructure, Modeling and Tractography  

Session Name:Orientation Modelling & Fibre Tractography 2  

Program Number:4482  

Room Live Q&A Session:

Detecting regional differences of lung motion by optical flow analysis combined with rapid cine MRI using compressed sensing

Author:Koji Sagiyama  Masateru Kawakubo  Ryohei Funatsu  Takeshi Kamitani  Yuzo Yamasaki  Tomoyuki Hida  Yuko Matsuura  Yuriko Murayama  Hidetake Yabuuchi  

Institution:Kyushu University  

Session Type:Digital Poster  

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

Topic:Thoracic and Breast MRI  

Session Name:Hyperpolarized, Lung & Mediastinum  

Program Number:2355  

Room Live Q&A Session:

Detecting Synaptic Dysfunction caused by Pathological a-Synuclein Accumulation in Mouse Brain using MRS