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MR reconstruction in k-space using Vision Transformer boosted with Masked Image Modeling

Author:Jaa-Yeon Lee  Sung-Hong Park  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution I  

Program Number:4039  

Room Session:Exhibition Halls D/E  

Institution :Korea Advanced Institute of Science & Technology  

Deep learning acceleration and reconstruction for single-channel signals

Author:Yongquan Ye  Zhongqi Zhang  Eric Chen  Xiao Chen  Shanhui Sun  Jian Xu  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution I  

Program Number:4040  

Room Session:Exhibition Halls D/E  

Institution :United Imaging  United Imaging Intelligence  

Deep Learning Based Reconstruction Improved Image Quality for rectum T2-weighted imaging

Quantitative Evaluation of Deep Learning Reconstruction of Diffusion-weighted MRI using a DWI Phantom

Deep Learning Reconstruction for 4-fold Accelerated 2DFSE Imaging: optimization of variable density undersampling

Author:Michael Carl  Rafi Brada  Nir Mazor  Daniel Litwiller  Maggie Fung  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution I  

Program Number:4043  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  GE Research  

Highly Accelerated Multi-channel 3D Knee Imaging Using Denoising Diffusion Probabilistic Model (DDPM) and GRAPPA

Author:Ruiying Liu  Jee Hun Kim  Hongyu Li  Peizhou Huang  Xiaojuan Li  Leslie Ying  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution I  

Program Number:4044  

Room Session:Exhibition Halls D/E  

Institution :Cleveland Clinic  University at Buffalo  

Finding Optimal Regularization Parameter for Undersampled Reconstruction using Bayesian Optimization

Quantitative evaluation of denoising algorithms without noise-free ground-truth data

Impact of Deep Learning-Based MR Image Reconstruction Algorithms on Abdominal MRI Radiomic Features

AI assisted upscaling of low-resolution cardiac MRI reduces acquisition time and yields qualitatively comparable images to standard techniques

Self-Supervised Denoising for Longitudinal MRI

Author:Matt Hemsley  Liam Lawrence  Angus Lau  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:ML/AI for Recon & Super Resolution I  

Program Number:4049  

Room Session:Exhibition Halls D/E  

Institution :Sunnybrook Research Institute  University of Toronto  

Safeguarded Deep Unfolding Network for Parallel MR Imaging

Increase in Fast-relaxing Sodium After a Brief Plantarflexion Exercise Detected by Multi-Echo UTE MRI and Biexponential Regression

Author:Kwan-Jin Jung  Hsin-Yu Fang  Brad Sutton  Kenneth Wilund  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Qualitative Muscle Imaging  

Program Number:4051  

Room Session:Exhibition Halls D/E  

Institution :University of Illinois at Urbana-Champaign  

Investigating muscle micro-trauma with time-dependent diffusion and the random permeable barrier model

Axial diffusivity and kurtosis derived based on DWI reflect microstructure changes in patients with in stress urinary incontinence patients

In Vivo Mapping of Muscle Fibrosis: The Influence of Signal Model Inputs

Author:Mary Hall  Yael Vainberg  Garry Gold  Valentina Mazzoli  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Qualitative Muscle Imaging  

Program Number:4054  

Room Session:Exhibition Halls D/E  

Institution :Stanford University  

Intervertebral discs quantitative measurements from synthetic MR correlates with its degeneration and bone marrow fat fraction

Relationship between the properties of paraspinal muscles and bone mineral density in patients with lumbar disc herniation

Time-dependent diffusion in healthy adult human thigh muscle in a clinically feasible acquisition

Association Between Modic Change and Paraspinal Muscle Fat Infiltration Based on MRI

Evaluation of viscoelastic changes of the psoas major muscle after exercise using MR elastography

Imaging of the Contraction Pattern of Spontaneous Muscular Activities using a Multiple-Point Diffusion-Weighted Stimulated Echo Sequence

Feasibility of Automated Segmentation of 3D Shoulder Muscle Volume via Deep Learning for Rotator Cuff Repair Patients

Author:Mingrui Yang  Bong-Jae Jun  Tammy Owings  Joshua Polster  Carl Winalski  Kathleen Derwin  Eric Ricchetti  Xiaojuan Li  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Qualitative Muscle Imaging  

Program Number:4061  

Room Session:Exhibition Halls D/E  

Institution :Cleveland Clinic  

Towards patient-friendly arterial-spin-labeling MRI in muscle: Effect of exercise intensity and standardisation on perfusion parameters

The effects of exercise on ankle mobility and lower leg hyaluronan distribution in type 2 diabetes

Variational Model Augmented Deep Learning for Small Training Data MRI Thigh Muscle Segmentation

Author:Paramjyoti Mohapatra  Weihong Guo  Mingrui Yang  Richard Lartey  Xiaojuan Li  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Qualitative Muscle Imaging  

Program Number:4064  

Room Session:Exhibition Halls D/E  

Institution :Case Western Reserve University  Cleveland Clinic  

Large coverage, high temporal and spatial resolution lower extremity blood oxygen level-dependent imaging

lower limbs skeletal muscle perfusion evaluation with the Fourier decomposition technique

Author:Jianxun Qu  Tianye Lin  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Qualitative Muscle Imaging  

Program Number:4066  

Room Session:Exhibition Halls D/E  

Institution :Peking University Cancer Hospital & Institute  Siemens Healthineers  

Quiet Lumbar Spine MR Imaging: Preliminary Study with Different Noise Reduction Factors

Monitoring changes of the muscles around the knee joint in amateur marathon athletes using synthetic MRI: a preliminary study

Automatic Segmentation of Rotator Cuff Muscles on MR Images Using Deep Learning

Author:Ehsan Alipour  Majid Chalian  Hesamoddin Jahanian  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Qualitative Muscle Imaging  

Program Number:4069  

Room Session:Exhibition Halls D/E  

Institution :University of Washington  

The Feasibility Study of Extraocular Muscle Volume in Patients with Myasthenia Gravis Based on 3D TOFMRA

Design of calibration-free RF pulses for T2-weighted single-slab 3D turbo-spin-echo sequences at 7T utilizing parallel transmission

Investigating the impact of head position on the spatial distribution of B1+ field for a 60-ch Tx coil at 7T

Investigating the Optimal Number of Channels in an Array System for Human Head Imaging at 7T

Preliminary SNR comparison between the 11.7T Iseult RF coil and its twin coil at 7T

Background Field Inhomogeneity Correction for High-Resolution T2* Mapping of the Human Cervical Spinal Cord at 7T

7T to 3T domain adaptation in white matter lesion segmentation on T2-weighted (T2-w) FLAIR images using deep learning

Compact 16T MRI Magnet: Feasibility Study and Risk Reduction

Author:Minfeng Xu  Steve Buresh  Anbo Wu  Shike Huang  Thomas Foo  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Higher Field, Higher Resolution & Faster Imaging I  

Program Number:4079  

Room Session:Exhibition Halls D/E  

Institution :General Electric  

Design of dual-band Coaxial-transmission-line coils with independent tuning capabilities

Author:KOMLAN PAYNE  Aditya Bhosale  Yunkun Zhao  Xiaoliang Zhang  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Higher Field, Higher Resolution & Faster Imaging I  

Program Number:4080  

Room Session:Exhibition Halls D/E  

Institution :University at Buffalo  

Bilateral Orthogonality Generating Acquisitions Method for Homogeneous T2* Images Using Dual Channel Parallel Transmission at 7T

Author:Celik Boga  Anke Henning  

Session Type:Digital Poster  

Session Date:Wednesday, 07 June 2023  

Session Name:Higher Field, Higher Resolution & Faster Imaging I  

Program Number:4081  

Room Session:Exhibition Halls D/E  

Institution :UT Southwestern Medical Center  

Significant Signal-to-Noise Ratio (SNR) Enhancement with Ultrahigh Dielectric Constant (uHDC) Ceramic Disks for 2H MRSI Application at 7T

Understanding Loss Mechanisms in Double-Tuned Body Coils To Improve B1 Efficiency

Enhancing performance of a bio-inspired surface coil wtih a flexible metasurface for preclinical MRI at 7 T

Exploration of the shielded-coaxial-cable coil as transceive array element for 9.4T MRI

A Comparison of Cartesian MR Fingerprinting Maps acquired at 3T and 7T

3D Deep Learning Segmentation of White Matter Hyperintensity on 3T and 7T Brain MRI Scans