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Accelerated 2D Cardiac MRF Using a Self-Supervised Deep Image Prior Reconstruction

Author:Jesse Hamilton  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Deep/Machine Learning-Based Image Analysis  

Program Number:0551  

Room Session:N11 (Breakout B)  

Institution:University of Michigan  

Assessing the Role of Deep Learning in Joint Motion and Image Estimation

Assessment of MRF for Simultaneous T1 and T2 Quantification and Water-Fat Separation in the Liver at 0.55T

Author:Yuchi Liu  Jesse Hamilton  Yun Jiang  Nicole Seiberlich  

Session Type:Online Gather.town Pitches  

Session Date:Monday, 09 May 2022  

Topic:Module 8: Safety, Low-Field, and Interventional  

Session Name:Safety, Low Field & Interventional I  

Program Number:3576  

Room Session:4  

Institution:University of Michigan  

Autonomic Function Regulates the Default-Mode Network in Rats

Author:Jiayue Cao  Xiaokai Wang  Zhongming Liu  

Session Type:Power Pitch  

Session Date:Tuesday, 10 May 2022  

Topic:Module 1: fMRI  

Session Name:Pitch: High-Resolution fMRI & Functional Connectivity  

Program Number:0269  

Room Session:Power Pitch Theatre 1  

Institution:University of Michigan  

Autonomic Function Regulates the Default-Mode Network in Rats

Author:Jiayue Cao  Xiaokai Wang  Zhongming Liu  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 10 May 2022  

Topic:

Session Name:Poster: High-Resolution fMRI & Functional Connectivity  

Program Number:0269  

Room Session:Power Pitch Theatre 1  

Institution:University of Michigan  

Brain-behavior prediction using functional connectivity from older adults with mild cognitive impairment

Bulk Motion Artifacts & Correction Methods

Author:Jesse Hamilton  

Session Type:Weekend Course  

Session Date:Sunday, 08 May 2022  

Topic:

Session Name:MRI Artifacts & Corrections  

Program Number:

Room Session:S11 (Breakout B)  

Institution:University of Michigan  

    Cardiac MRF Using Rosette Trajectories for Simultaneous Myocardial T1, T2, and Proton Density Fat Fraction Mapping

    Author:Yuchi Liu  Jesse Hamilton  Yun Jiang  Nicole Seiberlich  

    Session Type:Online Gather.town Pitches  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 18: Cardiac  

    Session Name:Heart III  

    Program Number:4772  

    Room Session:5  

    Institution:University of Michigan  

    Characterization of relationship between MR microstructural parametersand memory in older subjects

    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  

    Denoising MR Fingerprinting by matching against General Noise Model at 0.55 T

    Author:Ruogu Zhu  Nicole Seiberlich  Yun Jiang  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 14: Image Reconstruction  

    Session Name:Novel Image Reconstruction Techniques II  

    Program Number:3442  

    Room Session:3  

    Institution:University of Michigan  

    Deployment of prospective ADC correction of gradient nonlinearity bias in myelofibrosis clinical trial

    Driving Institutional Change: Measurements & Outcomes

    End-to-End Scan Parameter Optimization for Improved Myelin Water Imaging

    Estimating B0 changes in Oscillating Steady State Imaging (OSSI) using an Artificial Neural Network

    Author:Mariama Salifu  Melissa Haskell  Douglas Noll  

    Session Type:Digital Poster  

    Session Date:Wednesday, 11 May 2022  

    Topic:Module 15: Data Acquisition & Artifacts  

    Session Name:Strategic Acquisitions I  

    Program Number:2352  

    Room Session:Exhibition Hall:S8 & S9  

    Institution:University of Michigan  

    A Fast T2-weighted Approach for Prostate Imaging using non-Cartesian GRAPPA and Spiral TSE readout

    The Feasibility of 3D MR Fingerprinting using Cartesian sampling for isotropic 1mm3 resolution at 0.55T

    Feasibility of Biliary Imaging at 0.55T: A Comparison to 1.5T

    FieldMapNet MRI: Learning-based mapping from single echo time BOLD fMRI data to fieldmaps with model-based image reconstruction

    Gauging tumour pressure and vasculature organization via Magnetic Resonance Elastography to grade brain tumours.

    Image Reconstruction for Clinicians

    Author:Katherine Wright  

    Session Type:Weekday Course  

    Session Date:Tuesday, 10 May 2022  

    Topic:

    Session Name:Physics for Clinicians II  

    Program Number:

    Room Session:N11 (Breakout B)  

    Institution:University of Michigan  

    Intravoxel B0 Corrected Image Reconstruction with RF Prephasing

    Is diffusion tensor principal diffusivity aligned with axon fiber in the human brain white matter?

    Author:Yuxi Pang  

    Session Type:Power Pitch  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 17: White Matter & Nervous System  

    Session Name:Pitch: Imaging Nerves, Head & Neck  

    Program Number:0648  

    Room Session:Power Pitch Theatre 1  

    Institution:University of Michigan  

    Is diffusion tensor principal diffusivity aligned with axon fiber in the human brain white matter?

    Author:Yuxi Pang  

    Session Type:Power Pitch Poster  

    Session Date:Thursday, 12 May 2022  

    Topic:

    Session Name:Poster: Imaging Nerves, Head & Neck  

    Program Number:0648  

    Room Session:Power Pitch Theatre 1  

    Institution:University of Michigan  

    Microstructure Imaging of Head and Neck Cancers using an Oscillating Diffusion Gradient Sequence and a Random Walk with Barriers Model

    MIRTorch: A PyTorch-powered Differentiable Toolbox for Fast Image Reconstruction and Scan Protocol Optimization

    Author:Guanhua Wang  Neel Shah  Keyue Zhu  Douglas Noll  Jeffrey Fessler  

    Session Type:Online Gather.town Pitches  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 29: Processing & Analysis  

    Session Name:Processing & Analysis III  

    Program Number:4982  

    Room Session:2  

    Institution:University of Michigan  

    MR-Thermometry based targeting for histotripsy treatments in ex-vivo tissues

    MR-Thermometry based targeting for histotripsy treatments in ex-vivo tissues

    Nanoscopic materials for quantitative water exchange phantoms

    Author:Scott Swanson  Dariya Malyarenko  Thomas Chenevert  

    Session Type:Digital Poster  

    Session Date:Thursday, 12 May 2022  

    Topic:Module 30: Quantitative Imaging  

    Session Name:Modeling, Analysis & Evaluation I  

    Program Number:2702  

    Room Session:Exhibition Hall:S8 & S9  

    Institution:University of Michigan  

    Online FIRE Reconstruction of Cardiac MRF T1, T2 and ECV maps with Neural Network Dictionary Generation and Low-Rank Subspace Reconstruction

    Author:Alexander Fyrdahl  Nicole Seiberlich  Jesse Hamilton  

    Session Type:Power Pitch  

    Session Date:Monday, 09 May 2022  

    Topic:Module 18: Cardiac  

    Session Name:Pitch: Quantifying the Heart  

    Program Number:0025  

    Room Session:Power Pitch Theatre 1  

    Institution:University of Michigan  

    Online FIRE Reconstruction of Cardiac MRF T1, T2 and ECV maps with Neural Network Dictionary Generation and Low-Rank Subspace Reconstruction

    Author:Alexander Fyrdahl  Nicole Seiberlich  Jesse Hamilton  

    Session Type:Power Pitch Poster  

    Session Date:Monday, 09 May 2022  

    Topic:

    Session Name:Poster: Quantifying the Heart  

    Program Number:0025  

    Room Session:Power Pitch Theatre 1  

    Institution:University of Michigan  

    OptimizedParallel Combination of Deep Networks and Sparsity Regularization for MR Image Reconstruction (OPCoNS)

    Author:Avrajit Ghosh  Shijun Liang  Anish Lahiri  Saiprasad Ravishankar  

    Session Type:Online Gather.town Pitches  

    Session Date:Monday, 09 May 2022  

    Topic:Module 14: Image Reconstruction  

    Session Name:Image Reconstruction I  

    Program Number:3487  

    Room Session:1  

    Institution:Michigan State University  University of Michigan  

    Panelist

      Quantification of in-vivo myocardial stiffness in the rat heart using transient mechanical waves

      Quantifying myelin water exchange using optimized bSSFP sequences

      Quantitative Reduced Field-of-view Imaging using 3D Tailored Inner Volume Excitation and Pattern Recognition

      Author:Yun Jiang  Jon-Fredrik Nielsen  Vikas Gulani  Nicole Seiberlich  

      Session Type:Digital Poster  

      Session Date:Tuesday, 10 May 2022  

      Topic:Module 6: Advances in Data Acquisition  

      Session Name:Acquisition Strategies II  

      Program Number:1867  

      Room Session:Exhibition Hall:S8 & S9  

      Institution:University of Michigan  

      Quantitative T1 and T2 measurements of metastatic bone lesions in prostate cancer patients: MR fingerprinting versus standard quantitative MRI

      Real-time Cardiac MRI at 0.55T using through-time spiral GRAPPA

      Author:Alexander Fyrdahl  Nicole Seiberlich  

      Session Type:Digital Poster  

      Session Date:Tuesday, 10 May 2022  

      Topic:Module 18: Cardiac  

      Session Name:Cardiac Anatomy & Tissue Characterization VI  

      Program Number:1843  

      Room Session:Exhibition Hall:S8 & S9  

      Institution:University of Michigan  

      Real-Time Spiral bSSFP Functional Cardiac MRI on a 0.55T Scanner Using a Deep Image Prior Reconstruction with GROG

      Author:Jesse Hamilton  Nicole Seiberlich  

      Session Type:Digital Poster  

      Session Date:Tuesday, 10 May 2022  

      Topic:Module 18: Cardiac  

      Session Name:Cardiac Anatomy & Tissue Characterization V  

      Program Number:1761  

      Room Session:Exhibition Hall:S8 & S9  

      Institution:University of Michigan  

      Reconstruction May Benefit from Tailored Sampling Trajectories: Optimizing Non-Cartesian Trajectories for Model-based Reconstruction

      Author:Guanhua Wang  Douglas Noll  Jeffrey Fessler  

      Session Type:Online Gather.town Pitches  

      Session Date:Thursday, 12 May 2022  

      Topic:Module 15: Data Acquisition & Artifacts  

      Session Name:Data Acquisition & Artefacts II  

      Program Number:5011  

      Room Session:1  

      Institution:University of Michigan  

      Self-calibrated through-time spiral GRAPPA for real-time, free-breathing evaluation of left ventricular function

      Simultaneous mapping of T1, T2, and T2* at 0.55T with Rosette MR Fingerprinting

      Simultaneous mapping of T1, T2, and T2* at 0.55T with Rosette MR Fingerprinting

      Author:Evan Cummings  Yuchi Liu  Yun Jiang  Kathleen Ropella-Panagis  Jesse Hamilton  Nicole Seiberlich  

      Session Type:Power Pitch Poster  

      Session Date:Wednesday, 11 May 2022  

      Topic:

      Session Name:Poster: MR Fingerprinting  

      Program Number:0564  

      Room Session:Power Pitch Theatre 2  

      Institution:University of Michigan  

      Synthetic Multi-Contrast Late Gadolinium Enhancement Using Post-Contrast Cardiac MR Fingerprinting

      Temperature and Concentration Dependence of Diffusion Kurtosis Parameters in a Quantitative Phantom

      Toward a 1-minute high-resolution brain exam - MR Fingerprinting with fast reconstruction andML-synthesized contrasts