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A divide-and-conquer strategy to overcome memory limitations of current GPUs for high resolution MRI reconstruction via a domain transform deep learning method

Author:Chengzhu Zhang  Dalton Griner  Yinsheng Li  Yijing Wu  Guang-hong Chen  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4788  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 70  

A Novel Phase Based T2 Mapping Technique Using Gradient Echo Imaging

Author:Xiaoke Wang  Diego Hernando  Scott Reeder  

Institution:University of Wisconsin-Madison  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Novel Pulse Sequences  

Program Number:0942  

Presentation Time:16:57   

Room Number:Room 510A-D  

Computer Number:

A Quantitative MRI Phantom to Mimic the Simultaneous Presence of Fat, Iron, and Fibrosis

Author:Ruiyang Zhao  Gavin Hamilton  Jean Brittain  Scott Reeder  Diego Hernando  

Institution:Calimetrix LLC  University of california, San Diego  University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Liver Fat, Iron, Perfusion & Function  

Program Number:1777  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 174  

Amyloid- ß Associations with White Matter Integrity in Down Syndrome Assessed Using Diffusion Tensor Imaging and 11C-PiB Positron Emission Tomography

Analysis of Velocity Component Distribution and Cardiac Phase in Aortic Dissection False Lumen 3D Printed Models Using In Vitro 4D Flow MRI

Author:Sylvana García-Rodríguez  Philip Corrado  Alejandro Roldán-Alzate  Christopher Francois  

Institution:University of Wisconsin - Madison  University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Technical Advances in Flow Imaging  

Program Number:1974  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 24  

Assessment of Microstructural Changes Induced via Repeated Videogame Training as a Measure of Neuroplasticity in Normal Developing, College-age Brains

Author:Austin Patrick  Douglas Dean  Thomas Gorman  C. Shawn Green  Andrew Alexander  

Institution:Indiana University-Bloomington  University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:09:15  

Session Name:Microstructure Modeling: 2  

Program Number:3620  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 114  

Brain Tumor Simulator: Creating Ground Truth for Evaluation of Complex MR Acquisition and Reconstruction Methodologies

Author:Junzhou Chen  Leah Henze Bancroft  Jorge Jimenez  Anja van der Kolk  Aaron Field  Azam Ahmed  Roberta Strigel  Walter Block  

Institution:University of Wisconsin-Madison  

Session Type:Power Pitch  

Session Date:Wednesday, 15 May 2019  

Session Time:15:45  

Session Name:Pitch: Brain Tumor  

Program Number:0898  

Presentation Time:15:45   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Brain Tumor Simulator: Creating Ground Truth for Evaluation of Complex MR Acquisition and Reconstruction Methodologies

Author:Junzhou Chen  Leah Henze Bancroft  Jorge Jimenez  Anja van der Kolk  Aaron Field  Azam Ahmed  Roberta Strigel  Walter Block  

Institution:University of Wisconsin-Madison  

Session Type:Power Pitch Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:16:45  

Session Name:Poster: Brain Tumor  

Program Number:0898  

Presentation Time:16:45   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:Plasma 8  

Cardiac mechanical function and metabolism during hyperpolarized 13C experiments

Author:Gregory Barton  Erin Macdonald  Kara Goss  Marlowe Eldridge  Sean Fain  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:09:15  

Session Name:Other Nuclei MR  

Program Number:2509  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 36  

Characterization of Bias in Quantitative Susceptibility Mapping with Anisotropic Imaging Resolution: Studies in a Numerical Phantom, 3D Printed Liver Phantom, and In Vivo Patient Scans

Author:Ante Zhu  Timothy Colgan  Scott Reeder  Diego Hernando  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:QSM  

Program Number:4925  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 32  

Comparing Regional Left Ventricular Flow and Myocardial Strain after Myocardial Infarction

Author:Philip Corrado  Gregory Barton  Niti Aggarwal  Jonathan Weinsaft  Christopher Francois  Oliver Wieben  

Institution:University of Wisconsin-Madison  Weill Cornell Medical College  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Clinical Applications of Flow Imaging  

Program Number:1980  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 30  

Comparison of Single-Component and Multi-Component T2 Parameters and Mechanical Parameters of Human Patellar Cartilage at 3.0T

Author:Matthew Grondin  Fang Liu  Michael Vignos  Jiang Du  Corrinne Henak  Richard Kijowski  

Institution:University of California-San Diego  University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Cartilage 1  

Program Number:1329  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 71  

Contrast Transfer Learning for Reconstruction of Undersampled Dynamic Contrast-Enhanced MRI

Author:Li Feng  Fang Liu  Lihua Chen  Ricardo Otazo  

Institution:Memorial Sloan Kettering Cancer Center  Southwest Hospital  University of Wisconsin-Madison  PLA 101st Hospital  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Machine Learning for Image Reconstruction: Breakthroughs  

Program Number:4706  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 163  

DCE-Abdominal MR Image Registration using Convolutional Neural Networks

Author:Zachary Miller  Kevin Johnson  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Motion Correction: Non-Brain  

Program Number:4475  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 103  

Experimental Validation of 4D Flow MRI for the Assessment of Flow Dynamics within a Patient-Specific Intracranial Aneurysm Model using Tomographic Particle Image Velocimetry

Author:Rafael Medero  Katrina Ruedinger  Alejandro Roldán-Alzate  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Technical Advances in Flow Imaging  

Program Number:1972  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 22  

Functional MRI-based Deep Learning Classification between Temporal Lobe Epilepsy Patients and Healthy Controls

Functional MRI-based Deep Learning Classification between Temporal Lobe Epilepsy Patients and Healthy Controls

Integration of HP 3He MRI with In Silico Models to Predict Gas Flows in Severe Asthma Subjects

Author:Kamran Poorbahrami  David Mummy  Ben Piperno  Stephen Paik  Ellesse Cooper  Michaiah Parker  Sean Fain  Jessica Oakes  

Institution:Northeastern University  University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:Second Wind: Xenonphobic  

Program Number:1883  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 107  

Intracranial Pulse Wave Velocity in Alzheimer’s Disease using Flow Encode Split and Low Rank Reconstructed 4D Flow MRI

Author:Leonardo Rivera-Rivera  Sterling Johnson  Chuck Illingworth  Kevin Johnson  

Institution:University of Wisconsin-Madison  

Session Type:Oral  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Dementia  

Program Number:0622  

Presentation Time:16:33   

Room Number:Room 511BCEF  

Computer Number:

Jacobian-based Ventilation Derived from Lung Proton MRI: Correlation with Ventilation Defects on Hyperpolarized Gas MRI

Author:Katherine Carey  David Mummy  Wei Zha  Michael Evans  Mark Schiebler  Ronald Sorkness  Nizar Jarjour  Loren Denlinger  Sean Fain  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:Second Wind: Xenonphobic  

Program Number:1886  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 110  

Low Dose PET/MR Imaging in Crohn's Disease

Author:Wei-Jie Chen  Christian Park  Po-Ling Loh  Scott Perlman  David Kim  Jessica Robbins  Alan McMillan  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:16:45  

Session Name:Molecular & Metabolic Imaging: Technical Developments & Novel Applications II  

Program Number:4364  

Presentation Time:16:45   

Room Number:Exhibition Hall  

Computer Number:Computer 164  

Machine Learning: Research Perspective

Author:Fang Liu  

Institution:University of Wisconsin-Madison  

Session Type:Sunrise Session  

Session Date:Monday, 13 May 2019  

Session Time:07:00  

Session Name:Advanced MSK MRI Acquisition & Post-Processing: Machine Learning  

Program Number:

Presentation Time:07:00   

Room Number:Room 516C-E  

Computer Number:

MANTIS: Model-Augmented Neural neTwork with Incoherent k-space Sampling for accelerated MR parameter mapping

Author:Fang Liu  Li Feng  Richard Kijowski  

Institution:Memorial Sloan Kettering Cancer Center  University of Wisconsin-Madison  

Session Type:Oral  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Quantitative Parameter Mapping  

Program Number:0307  

Presentation Time:16:00   

Room Number:Room 520A-F  

Computer Number:

Motion-Robust, High-SNR Fat Quantification using a Variable Flip Angle Approach

Author:Ruiyang Zhao  Yuxin Zhang  Xiaoke Wang  Kevin Johnson  Scott Reeder  Diego Hernando  

Institution:University of Wisconsin-Madison  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Liver  

Program Number:1155  

Presentation Time:13:45   

Room Number:Room 518A-C  

Computer Number:

MRI-Derived Patient Specific Molds for Cancer Lesion Analysis in the Prostate

Author:David Rutkowski  Shane Wells  Brian Johnson  Wei Huang  David Jarrard  Joshua Lang  Steve Cho  Alejandro Roldán-Alzate  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:Prostate MRI: Clinical Practice  

Program Number:1833  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 56  

Optimal Strategies for CSF and Tissue Suppression in Velocity-Selective Arterial Spin Labeling

Author:Mu-Lan Jen  James Holmes  Kevin Johnson  

Institution:University of Wisconsin - Madison  University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:Pseudo-Continuous & Velocity-Selective ASL  

Program Number:4965  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 72  

Oxygen-enhanced UTE MRI for Quantification of Dynamic Lung Function

Author:Wei Zha  Kevin Johnson  Robert Cadman  Scott Nagle  Sean Fain  

Institution:University of Wisconsin-Madison  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Pitch: Lung Power  

Program Number:0015  

Presentation Time:08:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Oxygen-enhanced UTE MRI for Quantification of Dynamic Lung Function

Author:Wei Zha  Kevin Johnson  Robert Cadman  Scott Nagle  Sean Fain  

Institution:University of Wisconsin-Madison  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Lung Power  

Program Number:0015  

Presentation Time:09:15   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:Plasma 15  

Rapid Material Characterization For 3D-printed MRI Coils: A Deep Learning Approach

Author:Bahareh Behzadnezhad  Nader Behdad  Alan McMillan  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:MR System, Characterization & Tuneup  

Program Number:1597  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 164  

Reduced Eddy Current induced image distortions and Peripheral Nerve Stimulation based on the Optimal Diffusion-weighting Gradient Waveform Design (ODGD) formulation

Author:Óscar Peña-Nogales  Yuxin Zhang  Rodrigo de Luis-Garcia  Santiago Aja-Fernández  James Holmes  Diego Hernando  

Institution:Universidad de Valladolid  University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:08:15  

Session Name:Diffusion MRI: Diffusion Gradient Waveform Design & Optimization  

Program Number:3488  

Presentation Time:08:15   

Room Number:Exhibition Hall  

Computer Number:Computer 152  

Relax-MANTIS: REference-free LAtent map-eXtracting MANTIS for efficient MR parametric mapping with unsupervised deep learning

Author:Wei Zha  Sean Fain  Richard Kijowski  Fang Liu  

Institution:University of Wisconsin-Madison  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Deep Learning: Acquisition, Uncertainty & Prediction  

Program Number:1098  

Presentation Time:09:51   

Room Number:Room 520A-F  

Computer Number:

Repeatability and Reproducibility of Confounder-Corrected R2* as a Biomarker of Liver Iron Concentration: Interim Results from a Multi-Center, Multi-Vendor Study at 1.5T and 3T

Repeatability and Reproducibility of Confounder-Corrected R2* as a Biomarker of Liver Iron Concentration: Interim Results from a Multi-Center, Multi-Vendor Study at 1.5T and 3T

SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for efficient and robust MR image reconstruction

Author:Fang Liu  Lihua Chen  Richard Kijowski  Li Feng  

Institution:Memorial Sloan Kettering Cancer Center  Southwest Hospital  University of Wisconsin-Madison  PLA 101st Hospital  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Machine Learning for Image Reconstruction: Optimised  

Program Number:4769  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 51  

Segment Unannotated MR Image Dataset using Joint Image Translation and Segmentation Adversarial Network

Author:Fang Liu  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:13:45  

Session Name:Segmentation 1  

Program Number:4723  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 5  

Sex Differences in Cardiac Biomechanics of Healthy Volunteers

Author:David Rutkowski  Gregory Barton  Christopher François  Niti Aggarwal  Alejandro Roldán-Alzate  

Institution:University of Wisconsin-Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Myocardial Function & Deformation 1  

Program Number:2116  

Presentation Time:16:00   

Room Number:Exhibition Hall  

Computer Number:Computer 166  

Software Package Presentations: MRI Simulation Tools A

Author:Fang Liu  

Institution:University of Wisconsin-Madison  

Session Type:Weekend Course  

Session Date:Sunday, 12 May 2019  

Session Time:08:00  

Session Name:Open-Source Software Tools for MR Pulse Design, Simulation & Reconstruction  

Program Number:

Presentation Time:10:10   

Room Number:Room 710B  

Computer Number:

    Technical Development

    Author:Diego Hernando  

    Institution:University of Wisconsin-Madison  

    Session Type:Combined Educational & Scientific Session  

    Session Date:Monday, 13 May 2019  

    Session Time:13:45  

    Session Name:Mapping the Liver  

    Program Number:

    Presentation Time:13:45   

    Room Number:Room 510A-D  

    Computer Number:

    Traveling-Wave Excitation for Electron Paramagnetic Resonance Imaging

    Author:Bahareh Behzadnezhad  Nader Behdad  Alan McMillan  

    Institution:University of Wisconsin-Madison  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:09:15  

    Session Name:Dielectrics, Decoupling, Switching & Control  

    Program Number:1562  

    Presentation Time:09:15   

    Room Number:Exhibition Hall  

    Computer Number:Computer 129  

    Ventilation Defect Percent from Hyperpolarized Helium-3 MRI as a predictor of Asthma Exacerbation Severity

    Ventilation defects on hyperpolarized helium-3 MRI are predictive of 2-year exacerbation frequency in asthma

    Author:David Mummy  Katherine Carey  Michael Evans  Wei Zha  Ronald Sorkness  Mark Schiebler  Loren Denlinger  Nizar Jarjour  Sean Fain  

    Institution:University of Wisconsin-Madison  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:14:45  

    Session Name:Second Wind: Xenonphobic  

    Program Number:1879  

    Presentation Time:14:45   

    Room Number:Exhibition Hall  

    Computer Number:Computer 103  

    Vortex Formation Time in Chinese Children: a CMR Study

    Author:Liwei Hu  Rongzhen Ouyang  Yafeng Peng  Chen Guo  Yong Zhang  Xiaofen Yao  Yumin Zhong  Christopher François  

    Institution:MR Research GE Healthcare   Shanghai Children's Medical Center  University of Wisconsin-Madison  

    Session Type:Digital Poster  

    Session Date:Monday, 13 May 2019  

    Session Time:16:00  

    Session Name:Clinical Applications of Flow Imaging  

    Program Number:1993  

    Presentation Time:16:00   

    Room Number:Exhibition Hall  

    Computer Number:Computer 43