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A dedicated MRI/PET system for radiotherapy treatment simulation: pathophysiological guidance for small moving target volumes

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

Deep Cardiovascular MR: Am (A)I Hallucinating?

Author:Kerstin Hammernik  

Session Type:Member-Initiated Tutorials  

Session Date:Tuesday, 10 May 2022  

Topic:

Session Name:Cardiovascular MR with a Little Help from AI  

Program Number:

Room Session:ICC Capital Hall 2  

Institution:Technical University of Munich  

    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 MRI reconstruction for unsupervised Gibbs ringing correction

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

    A Deep Learning Approach to Improve 7T MRI Anatomical Image Quality Deterioration Due mainly to B1+ Inhomogeneity

    A deep learning based direct mapping method for EPI image reconstruction

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

    Deep Learning based Total Kidney VolumeSegmentation in Autosomal Dominant Polycystic Kidney Disease

    Deep learning Circle of Willis arterial labeling strategies for pipeline of cerebrovascular disease analysis

    A deep learning dipole inversion method for QSM of arbitrary head orientation and image resolution

    Author:Zhuang Xiong  Yang Gao  Steffen Bollmann  Hongfu Sun  

    Session Type:Online Gather.town Pitches  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 16: Diffusion  

    Session Name:Diffusion II  

    Program Number:4756  

    Room Session:5  

    Institution:The University of Queensland  

    Deep Learning Driven EMI Prediction and Elimination for RF Shielding-Free MRI at 0.055T and 1.5T

    Author:Yujiao Zhao  Linfang Xiao  Yilong Liu  Alex T. L. Leong  Ed Wu  

    Session Type:Online Gather.town Pitches  

    Session Date:Tuesday, 10 May 2022  

    Topic:Module 32: New Systems & Devices  

    Session Name:New Systems & Devices II  

    Program Number:3864  

    Room Session:5  

    Institution:The University of Hong Kong  

    Deep learning for term neonate hypoxic ischemic encephalopathy diagnosis on structural brain MR images: a retrospective study

    Deep learning framework for accelerating revised-NODDI parameter estimation with tensor-valued diffusion encoding

    Deep Learning Model for Automatic Fetal Brain Landmark Localization in MRI

    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 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  

    Deep learning super-resolution of MR images of the distal tibia improves image quality and assessment of bone microstructure

    Author:Trevor Chan  Nada Kamona  Brian-Tinh Vu  Felix Wehrli  Chamith Rajapakse  

    Session Type:Oral  

    Session Date:Wednesday, 11 May 2022  

    Topic:Module 27: MSK II  

    Session Name:Novel MR Technology  

    Program Number:0407  

    Room Session:ICC Capital Suite 8-9  

    Institution:University of Pennsylvania  

    Deep Learning with Perceptual Loss Enables Super-Resolution in 7T Diffusion Images of the Human Brain

    Deep learning-assisted ablative margin analysis for MR-guided prostate focal cryoablation: feasibility and initial retrospective validation

    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 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 Reconstruction

    Author:Dosik Hwang  

    Session Type:Weekend Course  

    Session Date:Sunday, 08 May 2022  

    Topic:

    Session Name:Image Reconstruction: Theory, Methods & Practical Considerations  

    Program Number:

    Room Session:N11 (Breakout A)  

    Institution:Yonsei University  

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

    Deep learning-based segmentation of the parasagittal dural space from non-contrast anatomical MRI image: a resource for glymphatic studies

    Deep Learning-guided Weighted Averaging for Signal Dropout Compensation in Liver DWI

    Deep Learning-guided Weighted Averaging for Signal Dropout Compensation in Liver DWI

    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 prior for suppressing noise amplification and edge preservation in Phase-based EPT with Low-SNR image

    Author:Chuanjiang Cui  Jun-Hyeong Kim  Kyu-Jin Jung  Jaeuk Yi  Dong-Hyun Kim  

    Session Type:Digital Poster  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 23: MR Contrasts  

    Session Name:Electromagnetic Properties & Oximetry  

    Program Number:2914  

    Room Session:Exhibition Hall:S8 & S9  

    Institution:Yonsei University  

    Deep subspace transfer learning for SMS image reconstruction from single-slice training: Application to CMR Multitasking

    A Deep Unrolled Network for Reconstruction of Real-time Interventional MRI with Multi-coil Radial Sampling

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

    A deep learning network for low-field MRI denoising using group sparsity information and a Noise2Noise method

    Deep learning-based motion correction for Semisolid MT and CEST imaging

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

    Session Type:Digital Poster  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 31: Molecular Imaging  

    Session Name:MT & CEST  

    Program Number:2720  

    Room Session:Exhibition Hall:S8 & S9  

    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  

    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 3D segmentation of thigh muscle and classification of intramuscular fat on T1-weighted axial MRI

    Deep-learning based brain tumor segmentation using quantitative MRI

    Deep-learning for automatic assessment of paradoxical movement in left ventricular aneurysm after myocardial infarction using CMR cine imaging

    Deep-Learning-regularized Single-step Quantitative Susceptibility Mapping (QSM) Quantification

    Author:Zuojun Wang  Henry Mak  Peng Cao  

    Session Type:Online Gather.town Pitches  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 16: Diffusion  

    Session Name:Diffusion II  

    Program Number:4755  

    Room Session:5  

    Institution:The University of HongKong