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Data Selection for Deep Learning via diversity visualization and scoring

Author:Deepa Anand  Dattesh Shanbhag  Rakesh Mullick  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 22: Processing & Analysis  

Session Name:Processing & Analysis II  

Program Number:3168  

Room Session:4  

Institution:GE Healthcare  

Deblurring 3D FSE Images via Regularized Iterative Demodulation of T2 Decay

Author:Yan Wen  Ek Tsoon Tan  Maggie Fung  Darryl Sneag  

Session Type:Online Gather.town Pitches  

Session Date:Wednesday, 11 May 2022  

Topic:Module 12: MSK I  

Session Name:MSK II  

Program Number:4434  

Room Session:4  

Institution:GE Healthcare  Hospital for Special Surgery  

Deep learning based image reconstruction for improved 3D multiparameter mapping and synthetic MR imaging

Deep learning reconstruction enables accelerated acquisitions with consistent volumetric measurements

Deep Learning Reconstruction-Enabled2D and 3DMR Neurography

Author:Ek Tan  Yan Wen  Kang Wang  Jake Fiore  R. Lebel  Suryanarayanan Kaushik  Maggie Fung  Darryl Sneag  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 27: MSK II  

Session Name:Novel MR Technology  

Program Number:0411  

Room Session:ICC Capital Suite 8-9  

Institution:GE Healthcare  Hospital for Special Surgery  

Designing a Clinical Decision Support System for MRI Radiology Titles Using Machine Learning Techniques and Electronic Medical Records

Designing a Clinical Decision Support System for MRI Radiology Titles Using Machine Learning Techniques and Electronic Medical Records

Detection of crossed cerebellar diaschisis in subacute ischemic stroke using 3D PCASL with two post-labeling delay time method

Detectionof prostatic peripheral zone cancer based on quantitative analysisof3.0T MR Diffusion Tensor Imaging

Development of a High-Speed MRI Protocol with Deep Learning Reconstruction Method for Brain Imaging in a Clinical Setting

Author:Patrick Quarterman  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 10: Neurological Conditions  

Session Name:Advanced Imaging in Neuropsychiatric & Neurodegenerative Diseases  

Program Number:3967  

Room Session:1  

Institution:GE Healthcare  

Disrupted small-world networks in children with attention-deficit/hyperactivity disorder: a DTI-based networkanalysis

Author:Liuhui Wu  Yingqian Chen  shu su  Zhiyun Yang  Yan Dai  Long Qian  

Session Type:Online Gather.town Pitches  

Session Date:Tuesday, 10 May 2022  

Topic:Module 1: fMRI  

Session Name:fMRI & Connectivity in Disease  

Program Number:3607  

Room Session:1  

Institution:GE Healthcare  The First Affiliated Hospital of Sun Yat-sen University  

Dynamic 13C MRS using 13C/1H Multichannel Coil as an Alternative to Imaging for Hyperpolarized Pyruvate Brain Studies

The Effect of Implant for Lumbar Assessment in Simultaneous TOF PET/MR: A Preliminary Report

Effects of vascular territories on the efficiency of DANTE preparation pulse for ASL

Evaluating hyperpolarized [1-13C]pyruvate uptake for predicting response to stereotactic radiosurgery in brain metastases

Evaluation of Deep-Learning Reconstructed High-Resolution 3D Cervical Spine MRI to Improve Foraminal Stenosis Evaluation

Author:Meghan Jardon  Ek Tan  J. Levi Chazen  Meghan Sahr  Yan Wen  Alyssa Vanderbeek  Darryl Sneag  

Session Type:Digital Poster  

Session Date:Thursday, 12 May 2022  

Topic:Module 27: MSK II  

Session Name:Nerve, Spine & Tumors  

Program Number:2889  

Room Session:Exhibition Hall:S8 & S9  

Institution:GE Healthcare  Hospital for Special Surgery  

Evaluation of interstitial lung diseases using free-breathing 3D isotropic ZTE-MRI in comparison with High-resolution computed tomography

Evaluation of the efficacy of a Deep Learning-based Reconstruction in the Connectomic Deep Brain Stimulation

Evidence of Lactate Shuttling in the Human Brain with Hyperpolarized 13C-MRI

Experimental study on intracranial gadolinium deposition in rats after linear conversion to macrocyclicgadolinium contrast agent

Fast and accurate creatine chemical exchange saturation transfer muscle imaging with quasi-steady state post-processing algorithm at 3T

Fast and High-Resolution T2* weighted and susceptibility-based MRI using 3D-EPI with Deep Learning Reconstruction

Fast high-resolution Electric Properties Mapping using three-dimensional MR Fingerprinting based water fraction estimation (MRF-EPT)

Fast high-resolution Electric Properties Mapping using three-dimensional MR Fingerprinting based water fraction estimation (MRF-EPT)

Fast Multi-Parametric Mapping with an Extended Spiral and Off-Resonance Readout Correction

Feasbility of 3D MRCP for patients in both supine and prone position: a comparison study of qualitative and quantitative assessment

Feasibility of 3D-MENSA sequence for qualitative assessment of lumbosacral plexus nerve root in comparison with 3D-MERGE MRI

Feasibility of non-invasive IDEAL-IQ MR imaging in assessment the correlation of fat fraction and hepatosomatic index in two in vivo fish species

Feasibility of synthetic PD-weighted images on degenerative OA in comparison to structural ZTE-MRI

Feasibility of ZTE-MRI on wrist in comparison with routine MR imaging and radiography

Feasibility of 3D Adiabatic T-prepared Fast Spin Echo (3D Adiab-T-FSE) Imaging

FLEXA 3DTOF: Fast 3D TOF MR Angiography using Thin-slab Two-Point Dixon Acquisition

A flexible, 4-channel head array for 0.2T readout FCI (Field-Cycling Imaging).

Free-Breathing R2*Mapping for Hepatic Iron Quantification Using Respiratory Motion-Resolved 3D Multi-Echo UTE Cones MRI

Free-Breathing, 3D Phase Sensitive Inversion Recovery T1-Weighted MRI of the Liver

Free-Breathing, 3D Phase Sensitive Inversion Recovery T1-Weighted MRI of the Liver

Author:Yavuz Muslu  Ty Cashen  Sagar Mandava  Scott Reeder  

Session Type:Power Pitch Poster  

Session Date:Thursday, 12 May 2022  

Topic:

Session Name:Poster: Hepatobiliary, Pancreas & Bowel Imaging  

Program Number:0603  

Room Session:Power Pitch Theatre 1  

Institution:GE Healthcare  University of Wisconsin-Madison  

Free-Breathing, Fat- and B1-corrected T1 Mapping of the Liver with Chemical Shift Encoded Inversion Recovery MRI

Functional changes in GABA during motor learning with GABA-editing at 3T

Gender-related differences in static and dynamic functional connectivity in multiple sclerosis: a multicenter study

GRASPNET: Spatiotemporal deep learning reconstruction of golden-angle radial data for free-breathing dynamic contrast-enhanced MRI

Gray and white matter alterations in different predominant side and type of motor symptom in Parkinson’ disease

High prediction accuracy for functional outcome of acute ischemic stroke using nomogram based on clinical factors and radiomics features

Highly Accelerated Volumetric Brain Imaging with META and Deep Learning Reconstruction

High-resolution Diffusion Tensor Imaging at 7T with Multi-band Multi-shot EPI acquisition and Deep Learning Reconstruction

Histogram analysis of T1 Mapping and Diffusion-Weighted Imaging in the Prediction of Grades, Subtypes and Proliferation Status of Meningiomas