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Quantitative Assessment of the Whole Spine in T2 MRI Using Deep Learning

Classification of Plaque Composition in Peripheral Arterial Disease with Multi-Contrast Histology using 7 Tesla and a Variational AutoEncoder

Deep Learning Based Real-time Quality Assessment of Pilot Tone Respiratory Signals

Automated Motion Artifact Detection in Early Pediatric Diffusion MRI Using a Convolutional Neural Network

Multimodal MRI radiomics for identifying true tumor recurrence and treatment-related effects in postoperative glioma patients

An unsupervised deep learning-based method for in vivo high resolution Kidney MRI motion correction

Trading Streamlines in Tractography using Autoencoders (TINTA)

Region of Interest Prediction by Intra-stack Attention Neural Network

Author:Ke Lei  Ali Syed  Xucheng Zhu  John Pauly  Shreyas Vasanawala  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4917  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  Stanford University  

Free water imaging parameter estimation by combination of synthetic q-space learning and conventional fitting: a hybrid approach

Deep learning based estimation of patient anthropometric data for intelligent scan planning in MR

Author:Subham Kumar  Harikrishna Rai  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4920  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  

Image Quality and Quantitative Analysis of abbreviated IVIM Brain MRI With Deep LearningBased Reconstruction

Author:Qiongge Li  Yayan Yin  Jie Lu  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for General Image Analysis & Post-Processing II  

Program Number:4921  

Room Session:Exhibition Halls D/E  

Institution :Xuanwu Hospital Capital Medical University  

Predicting Double Expression Status in Primary Central Nervous System Lymphoma Using Multiparametric MRI Based Machine Learning

Deep learning-based pipeline to improve sharpness in knee imaging at both 1.5T and 3T: a clinical evaluation

High Resolution Image Quality Improvement of T2 FLAIR Coronal Hippocampal Imaging by Deep Learning Reconstruction

Association between myosteatosis and impaired glucose metabolism: A deep learning whole-body MRI population phenotyping approach

Convolutional Neural Network based Stack-of-Star Imaging with Noise and Artifacts Removal

Alterations of the structural covariance network in the thalamic subnuclei of non-comorbid treatment-naïve patients with major depressive disorder

Abnormal dynamic function connectivity pattern in first-episode, drug-naïve adult patients with major depressive disorder

Evaluation of different multi-echo combinations on objective depression prognosis in an emotional face-matching task

Left DLPFC - left ACC resting state functional connectivity association with response to rTMS therapy of major depressive disorder

Effect of acute ketamine on vigilance measured by multi-echo fMRI in treatment resistant major depression

Author:Jennifer Evans  Carlos Zarate  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Imaging Affective Disorders  

Program Number:4936  

Room Session:Exhibition Halls D/E  

Institution :NIH  

Predictive diagnosis of Major Depressive Disorder using integrated NMR based metabolomics and logistic regression model approach

Prefrontal glutathione levels in major depressive disorder are linked to a loss of positive mood

Altered Structural Connectivity Of Thalamocortical Connections in Major Depressive Disorder: A 7T Study

Author:Ameen Al Qadi  Gaurav Verma  James Murrough  Priti Balchandani  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Imaging Affective Disorders  

Program Number:4939  

Room Session:Exhibition Halls D/E  

Institution :Icahn School of Medicine at Mount Sinai  

Quantitative Study of Brain Iron Deposition in Major Depression Disorder

Modulation of left anterior cingulate glutathione in Lithium treatment of bipolar disorder

Author:Pallab Bhattacharyya  Bo Hu  Mark Lowe  Amit Anand  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Imaging Affective Disorders  

Program Number:4943  

Room Session:Exhibition Halls D/E  

Institution :Brigham and Women's Hospital  Cleveland Clinic Foundation  

Resting-state brain functional connectome disruptions in social anxiety disorder

Assessment of Oxidative Stress and Neuronal Activity Affected in PTSD Subjects

Neurochemical effects of intrusive thinking in pathological and non-pathological worriers: A combined MRS, functional connectivity study

Scaling nuFFT Memory-Overhead Down to Zero: Computational Trade-Offs and Memory-Efficient PICS-Reconstructions with BART

Locally high rank reconstruction through Partial Separability model (PS-LHR) with regional optimized temporal basis (ROT) of dynamic speech MRI

Efficient correction for MRI artifacts due to nonlinear variations in magnetic field using principal component analysis

Author:Daniel Gendin  Jiaen Liu  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Advanced Image Reconstruction Techniques  

Program Number:4950  

Room Session:Exhibition Halls D/E  

Institution :UT Southwestern Medical Center  

Modified Homodyne reconstruction using a high-resolution phase in magnetic resonance images

Author:Xinzeng Wang  Daniel Litwiller  Arnaud Guidon  Tim Sprenger  Robert Lebel  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Advanced Image Reconstruction Techniques  

Program Number:4952  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare  

Complex Quasi-Newton Proximal Methods for the Image Reconstruction in Compressed Sensing MRI

Author:Tao Hong  Jeffrey Fessler  Luis Hernandez-Garcia  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Advanced Image Reconstruction Techniques  

Program Number:4953  

Room Session:Exhibition Halls D/E  

Institution :University of Michigan  

High-resolution single-shot spiral diffusion-weighted imaging at 7T using the expanded encoding model and compressed sensing

Complex-Valued Fourier Primal-Dual: Undersampled MRI Reconstruction in Hybrid-space

Statistical Approach to Single-Point Water-Fat Imaging with Independent Component Analysis (ICA)

Author:Qing-San Xiang  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Advanced Image Reconstruction Techniques  

Program Number:4956  

Room Session:Exhibition Halls D/E  

Institution :University of British Columbia  

Feasibility study of a simulTaneous multi-relaXation-time Imaging (TXI) method in Intervertebral Disc

Retrospective and prospective accelerated T1/T2 mapping with Compressed Sensing: high resolution T1 mapping and simultaneous T1/T2 mapping