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CSE-MRI Detects the Changes in Bone Marrow Fat after Weight Loss Induced by Healthy Low-carbohydrate Diet

Author:Lin Gengyun  Wu Junying  Wen Zhibo  Zhao Chen  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 12: MSK I  

Session Name:MSK I  

Program Number:3087  

Room Session:2  

Institution:Philips Healthcare  Zhujiang Hospital  

Culture Clash: Navigating Differences in Clinical & Academic Culture

    Curve shape analysis of dynamic glucose enhanced (DGE) and dynamic contrast enhanced (DCE) MRI in patients with brain tumor

    Curve shape analysis of dynamic glucose enhanced (DGE) and dynamic contrast enhanced (DCE) MRI in patients with brain tumor

    CycleSeg-v2: Improving unpaired MR-to-CT Synthesis and Segmentation with pseudo label and LPIPS loss

    Daily Measurement of Prostate ADC in Patients Undergoing SABR and Conventional Treatment for Prostate Cancer on an MR-Linac

    Data scarcity mitigation approaches in deep learning reconstruction of undersampled low field MR images

    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 for Spiral Imaging with Intra-Voxel Dephasing Modeling

    Author:Dinghui Wang  James Pipe  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 14: Image Reconstruction  

    Session Name:Image Reconstruction II  

    Program Number:3504  

    Room Session:2  

    Institution:Mayo Clinic  

    Decreased the stability of brain hubs and the heterogeneity of whole brain dynamics in early onset schizophrenia

    Author:Mukesh Kumar  S Senthil Kumaran  Pankaj Pankaj  Rajesh Sagar  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 10: Neurological Conditions  

    Session Name:Neurological Conditions II  

    Program Number:3070  

    Room Session:6  

    Institution:All India Institute of Medical Sciences  

    Decreased LC MRI Contrast and Relationship with Orthostatic Hypotension in Multiple System Atrophy

    A Dedicated Transceiver 8Tx/16Rx pTx Coil Array for Ex-vivo MRI Histology of Post-infarction Myocardium on a Whole-body 7T Scanner

    A Deep Forward-Distortion Model for Unsupervised Correction of Susceptibility Artifacts in EPI

    Author:Abdallah Zaid Alkilani  Tolga Çukur  Emine Ulku Saritas  

    Session Type:Digital Poster  

    Session Date:Monday, 09 May 2022  

    Topic:Module 15: Data Acquisition & Artifacts  

    Session Name:Motion & Artifacts II  

    Program Number:0959  

    Room Session:Exhibition Hall:S8 & S9  

    Institution:Bilkent University  

    Deep generative model for learning tractography streamline embeddings based on a Convolutional Variational Autoencoder

    Deep generative MRI reconstruction for unsupervised Gibbs ringing correction

    Deep Learning Algorithm for Automated Liver Segmentation Using Portal Venous Phase Magnetic Resonance Images

    Deep Learning and Fat Fraction Based Analysis of Calf MRI in Diabetic Patients Following Exercise Intervention

    Deep Learning Approaches Using Convolutional Neural Networks to Generate Synthetic CT from Spinal MRI for Radiotherapy Planning

    A deep learning based direct mapping method for EPI image reconstruction

    Deep Learning based MR reconstruction for accelerated 3D-PREFUL ventilation assessment of post-COVID-19 patients from undersampled MR-images

    Deep Learning Based Automatic Pipeline for Quantitative Assessment of Thigh Muscle Fatty Infiltration in Post-traumatic Osteoarthritis

    Author:Sibaji Gaj  Brendan Eck  Dongxing Xie  Richard Lartey  Charlotte Lo  Mingrui Yang  Kunio Nakamura  Carl Winalski  Kurt Spindler  Xiaojuan Li  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 27: MSK II  

    Session Name:MSK III  

    Program Number:3395  

    Room Session:5  

    Institution:Cleveland Clinic  

    A deep learning diffusion MRI registration method using joint whole-brain and tract-specific information

    Author:Fan Zhang  William Wells III  Lauren O'Donnell  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 16: Diffusion  

    Session Name:Diffusion & Susceptibility I  

    Program Number:3304  

    Room Session:4  

    Institution:Harvard Medical School  

    Deep Learning for Veterinary MRI: AutomatedDetection of Intervertebral DiscHerniation inPetDogs

    Deep Learning for Triage of Normal Breast MRI Exams to an Abbreviated Interpretation Worklist

    Deep learning reconstruction enables accelerated acquisitions with consistent volumetric measurements

    Deep Learning Reconstruction for FRONSAC

    Author:Zhehong Zhang  Gigi Galiana  

    Session Type:Digital Poster  

    Session Date:Monday, 09 May 2022  

    Topic:Module 14: Image Reconstruction  

    Session Name:Deep Learning Image Reconstruction I  

    Program Number:0848  

    Room Session:Exhibition Hall:S8 & S9  

    Institution:Yale University  

    Deep Learning with Anatomical Attention Mechanism for Distinguishing Parkinson’s Disease from Normal Controls in MR imaging

    Deep Learning Based Automated Diagnosis of Epilepsy in Patients with WHO II-IV Grade Cerebral Gliomas from Multiparametric MRI

    A deep learning-based background field removal method for brains containing high susceptibility sources

    Author:Xuanyu Zhu  Yang Gao  Feng Liu  ?Stuart Crozier?  Hongfu Sun  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 25: Gray Matter & Neurofluids  

    Session Name:Quantitative Neuroimaging & Neurofluids I  

    Program Number:2937  

    Room Session:3  

    Institution:University of Queensland  

    Deep learning-based brain MRI reconstruction with realistic noise

    Author:Quan Dou  Xue Feng  Craig Meyer  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 5: Machine Learning/Artificial Intelligence  

    Session Name:Machine Learning & Artificial Intelligence II  

    Program Number:3470  

    Room Session:5  

    Institution:University of Virginia  

    Deep Learning-based Generative Adversarial Registration NETwork (GARNET) forHepatocellular Carcinoma Segmentation: Multi-center Study

    Deep learning-based high-resolution pseudo-CT to detect cranial bone abnormalities for pediatric patients using MRI

    Deep learning-based high-resolution pseudo-CT to detect cranial bone abnormalities for pediatric patients using MRI

    Deep Learning-Based Receiver Coil Sensitivity Map Estimation for SENSE Reconstruction using Transfer Learning

    Deep Learning-Based Respiratory Motion Correction in Free-Breathing Abdominal Diffusion-Weighted Imaging

    Deep Learning-based Stroke Region Segmentation on Susceptibility Weighted Images in Acute Stroke

    Deep Plug-and-Play multi-coil compressed sensing MRI with matched aliasing: the Denoising-P-VDAMP algorithm

    Author:Charles Millard  Aaron Hess  Boris Mailhe  Jared Tanner  

    Session Type:Digital Poster  

    Session Date:Monday, 09 May 2022  

    Topic:Module 14: Image Reconstruction  

    Session Name:Deep Learning Image Reconstruction I  

    Program Number:0844  

    Room Session:Exhibition Hall:S8 & S9  

    Institution:Siemens  University of Oxford  

    Deep CNNs with Physical Constraints for simultaneous Multi-tissue Segmentation and Multi-parameter Quantification (MSMQ-Net) of Knee

    Deep-Bloch Simulator Driven Recurrent Neural Network for Reliable Semisolid Magnetization Transfer Contrast MRF and CEST Imaging

    Author:Munendra Singh  Babak Moghadas  Shanshan Jiang  Peter van Zijl  Jinyuan Zhou  Hye-Young Heo  

    Session Type:Power Pitch  

    Session Date:Monday, 09 May 2022  

    Topic:Module 31: Molecular Imaging  

    Session Name:Pitch: Molecular  

    Program Number:0127  

    Room Session:Power Pitch Theatre 2  

    Institution:Johns Hopkins University  

    Deep-Bloch Simulator Driven Recurrent Neural Network for Reliable Semisolid Magnetization Transfer Contrast MRF and CEST Imaging

    Author:Munendra Singh  Babak Moghadas  Shanshan Jiang  Peter van Zijl  Jinyuan Zhou  Hye-Young Heo  

    Session Type:Power Pitch Poster  

    Session Date:Monday, 09 May 2022  

    Topic:

    Session Name:Poster: Molecular  

    Program Number:0127  

    Room Session:Power Pitch Theatre 2  

    Institution:Johns Hopkins University  

    Deep-learning-based raw data generation for deep-learning-based image reconstruction

    Defining Normative Cerebral Hemodynamics in Cognitively Healthy Older Adults with 4D Flow MRI

    Delta Scan: Reconstruction and Protocol Design for Ultra-fast Longitudinal MRI

    Author:Guanhua Wang  Alessandro Francavilla  Sen Ma  Jeffrey Kaditz  Thomas Witzel  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 14: Image Reconstruction  

    Session Name:Image Reconstruction II  

    Program Number:3506  

    Room Session:2  

    Institution:Q Bio, Inc.  University of Michigan  

    Delta radiomics analysis of Magnetic Resonance guided radiotherapy imaging data for treatment response prediction in pancreatic cancer