UCLA Radiological Sciences @ ISMRM 2022

Deep/Machine Learning-Based Quantitative Imaging & Modeling

Uncertainty-Aware Physics-Driven Deep Learning Network for Fat and R2* Quantification in Self-Gated Free-Breathing Stack-of-Radial MRI

Deep/Machine Learning-Based Image Analysis

Automated Adipose Tissue Segmentation using 3D Attention-Based Competitive Dense Networks and Volumetric Multi-Contrast MRI

Motion & Artifacts II

Low Rank Off-resonance Correction for Double Half-Echo k-Space Acquisitions

MR Elastography

Self-Navigated Radial Free-Breathing Magnetic Resonance Elastography of the Liver with Rapid Motion Encoding in Children at 3T

Machine Learning & Artificial Intelligence II

Super-resolution MRI using Novel Slice-profile Based Transformation for Multi-slice 2D TSE Imaging

Image Reconstruction I

Accelerated Echo Planar J-Resolved Spectroscopic Imaging in Prostate Cancer and A Hybrid Dictionary Learning-Total Variation Reconstruction

Image Reconstruction II

Accelerated 5D Echo Planar J-Resolved Spectroscopic Imaging and Dictionary Learning Reconstruction: Pilot Findings in Obstructive Sleep Apnea

Machine Learning & Artificial Intelligence I

A k-space transformer network for undersampled radial MRI

Machine Learning & Artificial Intelligence I

Undersampling artifact reduction for free-breathing 3D stack-of-radial MRI based on a deep adversarial learning network

Cardiac Anatomy & Tissue Characterization III

Reproducibility of Left Ventricular CINE DENSE Strain in Pediatric Subjects with Duchenne Muscular Dystrophy

Image Reconstruction & Signal Models: Low Rank, Sparse, Rapid & Artifact Free - II

A Beamforming-Based Coil Combination Method to Reduce Streaking Artifacts and Preserve Phase Fidelity in Radial MRI

Low-Field MRI I

Free-Breathing Liver Fat Quantification using Radial Acquisition on a High-Performance 0.55T MRI System

Acquisition Strategies I

Ultra-Short Echo Time 31P 3D MRSI at 3T with Novel Rosette k-space Trajectory

Body: GU & Breast III

A Data-Driven Sequential Backward Selection Framework to Accelerate Diffusion-Relaxation Prostate Microstructure Mapping

Genitourinary & Women's Imaging III

A Propensity Score Matched Analysis of Quantitative Background Parenchymal Enhancement on MRI for Improved Breast Cancer Risk Stratification

Pediatrics: Miscellaneous

Quantifying Infant Lean Body Mass using Free-Breathing 3D Stack-of-Radial MRI

Pediatrics, Normal Development & Aging II

Regional Brain Volumes, Cortical Thickness, Folding and Sulcal Depth in Perinatally HIV-Infected Youths

Image Reconstruction III

Accelerated Radial Echo Planar Spectroscopic Imaging in Healthy Prostate with a Reduced Field-of-View

MR Contrasts III

Dynamic 3D Stack-of-Radial PRF MR Thermometry to Monitor High-Intensity Focused Ultrasound Heating: Validation in a Tissue Motion Phantom

Processing & Analysis V

Deep Learning-enabled Prostate Segmentation: Large Cohort Evaluation with Inter-Reader Variability Analysis

RF Coils, Technologies & Sequences IV

Experimental and Numerical Simulation of the Miniature Flexible Coil for High-SNR Pituitary MRI

Strategic Acquisitions II

Optimal Parameter Selection for 3D Radial Density Adapted Trajectories

Cardiac & Stroke

AVA Diagnostics - multimodality computer assisted aneurysm management tool

Cardiac III

ECG-free 2D cardiac cine MRI with data-driven clustering

Clinical Brain Imaging, Including COVID-19

Parameters associated with durable clinical success in a multi-center trial using MR guided focused ultrasound treat uterine leiomyomas

Processing & Analysis IV

Localization of Prostate Cancer at 3-T Multiparametric Magnetic Resonance Imaging using Prostate Sector Map