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4D flow MRI hemodynamic quantification of pediatric patients with multi-site, multi-vender, and multi-channel machine learning segmentation

Author:Takashi Fujiwara  Haben Berhane  Michael Scott  Zachary King  Michal Schafer  Brian Fonseca  Joshua Robinson  Cynthia Rigsby  Lorna Browne  Michael Markl  Alex Barker  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Explorations of AI in Neuroimaging  

Program Number:3267  

Room Session:Concurrent 6  

Institution:Children's Hospital Colorado, University of Colorado Anschutz Medical Campus  Lurie Children's Hospital of Chicago  Northwestern University  University of Colorado Anschutz Medical Campus  

Accelerated Dynamic MRI for the Assessment of Esophageal Peristalsis During Swallowing

Author:Ethan Johnson  Sourav Halder  Peter Kahrilas  John Pandolfino  Neelesh Patankar  Michael Markl  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Digestive, Diabetes & Pancreas  

Session Name:Digestive, Diabetes & Pancreas  

Program Number:1884  

Room Session:Concurrent 5  

Institution:Northwestern University  

Accuracy of Intravoxel Incoherent Motion (IVIM) for quantification of perfusion-diffusion mismatch in Acute Stroke.

Author:Mira Liu  Yong Jeong  Gregory Christoforidis  Niloufar Saadat  Steven Roth  Marek Niekrasz  Timothy Carroll  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:MRI in Stroke: Oxygen, Metabolism & Tissue Function  

Session Name:Flow, Diffusion & Preclinical Modelling in Stroke Imaging  

Program Number:4343  

Room Session:Concurrent 6  

Institution:Northwestern University  The University of Chicago  University of Illinois at Chicago  

Addingan absolute chest positionregressor to RETROICOR for spinal cord fMRI during atypical breathing patterns

Author:Neha Reddy  Andrew Vigotsky  Rachael Stickland  Molly Bright  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Data Processing & Software Tools  

Session Name:Data Processing for Quality & Efficiency  

Program Number:3750  

Room Session:Concurrent 1  

Institution:Northwestern University  

Agreement of CVR maps acquired using hypocapnic and hypercapnic breathing tasks

Author:Kristina Zvolanek  Rachael Stickland  Stefano Moia  Apoorva Ayyagari  César Caballero-Gaudes  Molly Bright  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:MRI in Stroke: Oxygen, Metabolism & Tissue Function  

Session Name:Oxygen, Reactivity & Tissue Function in Stroke Imaging  

Program Number:4331  

Room Session:Concurrent 6  

Institution:Basque Center on Cognition, Brain and Language  Northwestern University  University of the Basque Country EHU/UPV  

Associations of Cardiac Rhythm with left atrial and left atrial appendage hemodynamics measured with 4D flow in Atrial Fibrillation

Author:Amanda DiCarlo  Justin Baraboo  Patrick McCarthy  Rishi Arora  Rod Passman  Philip Greenland  Daniel Lee  Daniel Kim  Michael Markl  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Velocity & Flow  

Session Name:Velocity & Flow: Applications  

Program Number:2066  

Room Session:Concurrent 4  

Institution:Northwestern University  

Automated Segmentation of the Left Atrium from 3D Late Gadolinium Enhancement Imaging using Deep Learning

Author:Suvai Gunasekaran  Julia Hwang  Daming Shen  Aggelos Katsaggelos  Mohammed Elbaz  Rod Passman  Daniel Kim  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging II  

Program Number:2669  

Room Session:Concurrent 2  

Institution:Northwestern University  Northwestern University, Feinberg School of Medicine  

Cerebrovascular dual-venc 4D flow MRI: Assessment of arterial pulsatility and resistance measures in intracranial atherosclerotic disease

Author:Jackson Moore  Maria Aristova  Ramez Abdalla  Ann Ragin  Eric Russell  Fan Caprio  Michael Hurley  Susanne Schnell  Sameer Ansari  Michael Markl  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:MRI in Stroke: Vessels, Flow & Tissue Structure  

Session Name:Vessel Walls, Flow & Angiography in Stroke Imaging  

Program Number:4150  

Room Session:Concurrent 6  

Institution:Northwestern University  Universitaet Greifswald  

Cerebrovascular relative pressure assessment using 4D Flow MRI – accuracy of image-based estimation approaches

Author:David Marlevi  Jonas Schollenberger  Maria Aristova  Edward Ferdian  Alistair Young  Elazer Edelman  Susanne Schnell  C. Alberto Figueroa  David Nordsletten  

Session Type:Oral  

Session Date:Thursday, 20 May 2021  

Topic:MRI in Stroke: Vessels, Flow & Tissue Structure  

Session Name:MRI in Stroke: Vessels, Flow & Tissue Structure  

Program Number:0827  

Room Session:Concurrent 6  

Institution:King's College London  Massachusetts Institute of Technology  Northwestern University  University of Auckland  University of Greifswald  University of Michigan  

Comparison of 2D and 3D Quiescent Interval Slice-Selective Non-Contrast MR Angiography in Patients with Peripheral Artery Disease

Author:Akos Varga-Szemes  Pascale Aouad  U. Joseph Schoepf  Tilman Emrich  Basel Yacoub  Thomas Todoran  Ioannis Koktzoglou  Robert Edelman  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:MR Angiography & Vessel Wall  

Session Name:MRA Outside the Head: It's a No-Brainer!  

Program Number:1621  

Room Session:Concurrent 3  

Institution:Medical University of South Carolina  Northshore University HealthSystem  Northwestern University  

Comprehensive Cardiac MRI Demonstrates Altered Myocardial Tissue and Function in Pediatric Heart Transplant Recipients

Author:Nazia Husain  Michael Markl  Kae Watanabe  Cynthia Rigsby  Joshua Robinson  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Imaging of Heart Failure  

Session Name:Imaging of Heart Failure: Structure & Function  

Program Number:0964  

Room Session:Concurrent 3  

Institution:Ann & Robert H Lurie Children's Hospital of Chicago  Northwestern University  

Computationally Enhanced 4D Flow MRI for the Assessment of Pre- and Post-Coarctation Repair Aorta Flow Dynamics

Author:Labib Shahid  James Rice  Haben Berhane  Cynthia Rigsby  Joshua Robinson  Lindsay Griffin  Michael Markl  Alejandro Roldán-Alzate  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Velocity & Flow  

Session Name:Velocity & Flow: Applications  

Program Number:2078  

Room Session:Concurrent 4  

Institution:Ann & Robert H. Lurie Children's Hospital of Chicago  Northwestern University  University of Wisconsin-Madison  

Correcting vs resolving respiratory motion in accelerated free-running whole-heart radial flow MRI using focused navigation (fNAV)

Author:Mariana Falcão  Giulia Rossi  Liliana Ma  John Heerfordt  Davide Piccini  Jérôme Yerly  Milan Prša  Tobias Rutz  Estelle Tenisch  Michael Markl  Matthias Stuber  Christopher Roy  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Velocity & Flow  

Session Name:Velocity & Flow  

Program Number:0304  

Room Session:Concurrent 4  

Institution:Feinberg School of Medicine, Northwestern University  Lausanne University Hospital (CHUV) and University of Lausanne (UNIL)  Center for Biomedical Imaging (CIBM)  Northwestern University  Siemens Healthcare AG  

Deep Learning based Automatic Multi-Regional Segmentation of the Aorta form 4D Flow MRI

Author:Haben Berhane  Michael Scott  Justin Baraboo  Cynthia Rigsby  Joshua Robinson  Bradley Allen  Chris Malaisrie  Patrick McCarthy  Ryan Avery  Michael Markl  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging I  

Program Number:2647  

Room Session:Concurrent 2  

Institution:Lurie Childrens Hospital of Chicago  Northwestern Radiology  Northwestern University  

Demystifying the effect of field strength on RF heating of conductive leads: A simulation study of SAR in DBS lead models during MRI at 1.5 T - 10.5 T

Author:Ehsan Kazemivalipour  Alireza Sadeghi-Tarakameh  Boris Keil  Yigitcan Eryaman  Ergin Atalar  Laleh Golestanirad  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Safety  

Session Name:Safety: That Implant Is Hot!  

Program Number:0358  

Room Session:Concurrent 4  

Institution:Bilkent University  Mittelhessen University of Applied Sciences  Northwestern University  University of Minnesota  

Design of transmit array coils by minimizing the modal reflected power values and increasing B1+ efficiency

Author:Ehsan Kazemivalipour  Giorgio Bonmassar  Laleh Golestanirad  Ergin Atalar  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:RF Design I  

Session Name:Novel RF Coils & Components  

Program Number:1419  

Room Session:Concurrent 2  

Institution:Bilkent University  Harvard Medical School  Northwestern University  

Fast Variable Density Poisson-Disc Sample Generation with Directional Variation for Compressed Sensing

Author:Nicholas Dwork  Corey Baron  Ethan Johnson  Daniel O'Connor  John Pauly  Peder Larson  

Session Type:Digital Poster  

Session Date:Monday, 17 May 2021  

Topic:Constrained & Model-Based Reconstructions  

Session Name:Model-Based Reconstruction  

Program Number:1190  

Room Session:Concurrent 1  

Institution:Northwestern University  Stanford University  UCSF  University of San Francisco  Western University  

First Experiences Utilizing Whole-Chest 4D-Flow for Everyday Clinical Use: A Step from Bench to Bedside

Author:Maurice Pradella  Michael Scott  Brad Allen  Ryan Avery  Michael Markl  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Velocity & Flow  

Session Name:Velocity & Flow: Applications  

Program Number:2076  

Room Session:Concurrent 4  

Institution:Northwestern University  University of Basel  

Fully automated aortic 4D flow MRI large-cohort analysis using deep learning

Author:Michael Scott  Haben Berhane  Justin Baraboo  Cynthia Rigsby  Joshua Robinson  Patrick McCarthy  S Chris Malaisrie  Ryan Avery  Bradley Allen  Alexander Barker  Michael Markl  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Machine Learning Applications in CV Imaging  

Session Name:Machine Learning Applications in CV Imaging  

Program Number:0451  

Room Session:Concurrent 2  

Institution:Lurie Children's Hospital of Chicago  Northwestern University  University of Colorado, Anschutz Medical Campus  

Hepatic Inflammation & Fibrosis

Author:Frank Miller  

Session Type:Weekend Course  

Session Date:Sunday, 16 May 2021  

Topic:Imaging Degradation & Inflammation  

Session Name:Imaging Degradation & Inflammation  

Program Number:

Room Session:Concurrent 1  

Institution:Northwestern University  

    Imaging of Infections/Inflammatory Peripheral Neuropathies

    Author:Swati Deshmukh  

    Session Type:Member-Initiated Symposium  

    Session Date:Monday, 17 May 2021  

    Topic:MR Neurography: A Diagnostic & Interventional Tool in the Management of Patients with Peripheral Neuropathy  

    Session Name:MR Neurography: A Diagnostic & Interventional Tool in the Management of Patients with Peripheral Neuropathy  

    Program Number:

    Room Session:Concurrent 8  

    Institution:Northwestern University  

      Impact of manual segmentation on the non-linear registration of a spinal cord atlas to functional space

      Author:Mark Hoggarth  Max Wang  Kimberly Hemmerling  Zachary Smith  Kenneth Weber II  Molly Bright  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:Spinal Cord Imaging & More  

      Session Name:Spine & Nervous System Imaging  

      Program Number:3457  

      Room Session:Concurrent 5  

      Institution:Northwestern University  Oklahoma University  Stanford University  

      Long-term stability of cerebrovascular reactivity varies across brain regions

      Author:Stefano Moia  Vicente Ferrer  Rachael Stickland  Ross Markello  Eneko Uruñuela  Maite Termenon  César Caballero-Gaudes  Molly Bright  

      Session Type:Digital Poster  

      Session Date:Wednesday, 19 May 2021  

      Topic:High-Resolution fMRI  

      Session Name:Multimodal fMRI & Physiology  

      Program Number:3395  

      Room Session:Concurrent 3  

      Institution:Basque Center on Cognition, Brain and Language  McGill University  Northwestern University  University of the Basque Country UPV/EHU  

      Looking Inside a Voxel through the Lenses of Non-Gaussian Diffusion MRI: Correlation between Imaging- and Histology-based Tissue Heterogeneity

      Author:Muge Karaman  Guangyu Dan  Lingdao Sha  Tingqi Shi  Weiguo Li  Dan Schonfeld  Tibor Valyi-Nagy  X. Zhou  

      Session Type:Oral  

      Session Date:Thursday, 20 May 2021  

      Topic:Diffusion in Cancer: Clinical Studies & Validation  

      Session Name:Diffusion in Cancer: Clinical Studies & Validation  

      Program Number:0701  

      Room Session:Concurrent 4  

      Institution:University of Illinois at Chicago  Northwestern University  

      Molecular Imaging Basics: Relaxation-Based Contrast Agents

      Author:Thomas Meade  

      Session Type:Weekend Course  

      Session Date:Sunday, 16 May 2021  

      Topic:Molecular Imaging  

      Session Name:Molecular Imaging  

      Program Number:

      Room Session:Concurrent 2  

      Institution:Northwestern University  

        MRI of DBS Patients: Safety & Technical Challenges

        Author:Laleh Golestani Rad  

        Session Type:Sunrise Session  

        Session Date:Wednesday, 19 May 2021  

        Topic:Hot Topics in MRI of the Brain  

        Session Name:MRI Techniques for Deep Brain Stimulation: Clinical Application & Challenges  

        Program Number:

        Room Session:Concurrent 7  

        Institution:Northwestern University  

          A new method for mapping baseline cerebral oxygen metabolism using breath-hold calibrated fMRI

          Author:Michael Germuska  Rachael Stickland  Hannah Chandler  Richard Wise  

          Session Type:Digital Poster  

          Session Date:Wednesday, 19 May 2021  

          Topic:fMRI Data Acquisition & Analysis  

          Session Name:fMRI Engineering, Acquisition & Analysis  

          Program Number:2684  

          Room Session:Concurrent 3  

          Institution:Cardiff University  Northwestern University  University of Chieti-Pescara  

          Novel Stochastic 4D Flow Signatures of time-resolved 3D left atrial flow-field alterations in atrial fibrillation

          Author:Thara Nallamothu  Amanda DiCarlo  Daniel Lee  Daniel Kim  Rishi Arora  Michael Markl  Phillip Greenland  Rod Passman  Mohammed Elbaz  

          Session Type:Oral  

          Session Date:Tuesday, 18 May 2021  

          Topic:Velocity & Flow  

          Session Name:Velocity & Flow  

          Program Number:0306  

          Room Session:Concurrent 4  

          Institution:Northwestern University  

          Open-bore vertical MRI scanners generate significantly lower RF heating around DBS implants: A Simulation study with experimental validation

          Author:Bhumi Bhusal  Ehsan Kazemivalipour  Jasmine Vu  Stella LIn  Bach Nguyen  John Kirsch  Elizabeth Nowac  Julie Pilitsis  Joshua Rosenow  Ergin Atalar  Laleh Golestanirad  

          Session Type:Oral  

          Session Date:Tuesday, 18 May 2021  

          Topic:Safety & Multinuclear/Preclinical RF  

          Session Name:Safety: Hitting a Nerve?  

          Program Number:0415  

          Room Session:Concurrent 4  

          Institution:Albany Medical College  Bilkent University  Illinois Bone and Joint Institute  Massachusetts General Hospital  Northwestern University  

          Optimized Density Compensation Function for Filtered Backprojection and Compressed Sensing Reconstruction in Radial k-space MRI

          Author:KyungPyo Hong  Amanda DiCarlo  Aggelos Katsaggelos  Florian Schiffers  Cynthia Rigsby  Hassan Haji-Valizadeh  Daniel Kim  

          Session Type:Digital Poster  

          Session Date:Wednesday, 19 May 2021  

          Topic:Real-Time Cardiac MRI  

          Session Name:Towards Real-Time Cardiac MRI  

          Program Number:2880  

          Room Session:Concurrent 2  

          Institution:Beth Israel Deaconess Medical Center and Harvard Medical School  Northwestern University  Northwestern University Feinberg School of Medicine  Ann & Robert H. Lurie Children's Hospital of Chicago  

          Panel + Q&A II

          Author:Liliana Ma  

          Session Type:Weekend Course  

          Session Date:Saturday, 15 May 2021  

          Topic:Simultaneous Multiparameter & Multidimensional Cardiovascular MRI  

          Session Name:Simultaneous Multiparameter & Multidimensional Cardiovascular MRI  

          Program Number:

          Room Session:Concurrent 1  

          Institution:Northwestern University  

            Patient-Specific,In-VitroModeling of Aortic Coarctation Using 4D Flow MRI and Particle Image Velocimetry

            Author:James Rice  Labib Shahid  Haben Berhane  Joshua Robinson  Lindsay Griffin  Cynthia Rigsby  Michael Markl  Alejandro Roldan-Alzate  

            Session Type:Digital Poster  

            Session Date:Tuesday, 18 May 2021  

            Topic:Velocity & Flow  

            Session Name:Velocity & Flow: Methods  

            Program Number:2097  

            Room Session:Concurrent 4  

            Institution:Lurie Children's Hospital  Northwestern University  University of Wisconsin-Madison  

            PET/MRI Assessment of 90Yttrium Prostate Localization and Acute Response Following Intra-arterial Radioembolization in A Canine Model

            Author:Weiguo Li  Kathleen Harris  Amrutha Mylarapu  Malcolm Burks  Simone Raiter  Vanessa Gates  Andrew Gordon  Robert Lewandowski  Riad Salem  Samdeep Mouli  

            Session Type:Digital Poster  

            Session Date:Thursday, 20 May 2021  

            Topic:Interventional & Low-Field MRI  

            Session Name:MR-Guided Interventions: Devices & Applications  

            Program Number:4023  

            Room Session:Concurrent 3  

            Institution:Northwestern University  University of Illinois at Chicago  

            Physiopy: A community-driven suite of tools for physiological recordings in neuroimaging

            Author:Katherine Bottenhorn  Daniel Alcalà-Lopez  Apoorva Ayyagari  Molly Bright  César Caballero-Gaudes  Inés Chavarria  Vicente Ferrer  Soichi Hayashi  Vittorio Iacovella  François Lespinasse  Ross Markello  Stefano Moia  Robert Oostenveld  Taylor Salo  Rachael Stickland  Eneko Uruñuela  Merel van der Thiel  Kristina Zvolanek  

            Session Type:Oral  

            Session Date:Thursday, 20 May 2021  

            Topic:Data Processing & Software Tools  

            Session Name:Data Processing & Software Tools  

            Program Number:0726  

            Room Session:Concurrent 1  

            Institution:Basque Center on Cognition, Brain and Language  Florida International University  Indiana University  Maastricht University Medical Center  McGill University  Northwestern University  Radboud University  The University of Trento  Université de Montréal  Karolinska Institutet  

            Rapid De-aliasing of Undersampled Real-Time Phase-Contrast MRI Images using Generative Adversarial Network with Optimal Loss Terms

            Author:Huili Yang  Amanda DiCarlo  Daming Shen  Hassan Haji-Valizadeh  Michael Markl  Daniel Kim  

            Session Type:Digital Poster  

            Session Date:Wednesday, 19 May 2021  

            Topic:Real-Time Cardiac MRI  

            Session Name:Towards Real-Time Cardiac MRI  

            Program Number:2874  

            Room Session:Concurrent 2  

            Institution:Northwestern University  

            Regurgitant Mitral Valve Jet Flow Dynamics: Systematic Assessment of Flow Entrainment and Momentum Conservation by In-vitro 4D flow MRI

            Author:Jeesoo Lee  Liliana Ma  Michael Scott  Alexander Barker  James Thomas  Michael Markl  

            Session Type:Digital Poster  

            Session Date:Tuesday, 18 May 2021  

            Topic:Velocity & Flow  

            Session Name:Velocity & Flow: Methods  

            Program Number:2090  

            Room Session:Concurrent 4  

            Institution:Northwestern University  University of Colorado Denver Anschutz Medical Campus  

            The relationship between Cerebrovascular Reactivity and baseline Cerebral Blood Flow: the effect of acquisition and analysis choices

            Author:Rachael Stickland  Kristina Zvolanek  Stefano Moia  Apoorva Ayyagari  César Caballero-Gaudes  Molly Bright  

            Session Type:Digital Poster  

            Session Date:Monday, 17 May 2021  

            Topic:Quantitative Neuroimaging  

            Session Name:Quantitative Neuro: Technical Advances  

            Program Number:1281  

            Room Session:Concurrent 5  

            Institution:Basque Center on Cognition, Brain and Language  Northwestern University  University of the Basque Country EHU/UPV  

            Reverse Flow and Reverse Flow Volume is Associated with Aortic Dilatation in Bicuspid Aortic Valve Disease

            Author:Elizabeth Weiss  Kelly Jarvis  Chris Malaisrie  Patrick McCarthy  Robert Bonow  James Carr  Cynthia Rigsby  Michael Markl  

            Session Type:Digital Poster  

            Session Date:Tuesday, 18 May 2021  

            Topic:Velocity & Flow  

            Session Name:Velocity & Flow: Applications  

            Program Number:2080  

            Room Session:Concurrent 4  

            Institution:Lurie Children's Hospital  Northwestern University  

            State-of-the-Art Cardiac Applications

            Author:Liliana Ma  

            Session Type:Weekend Course  

            Session Date:Saturday, 15 May 2021  

            Topic:Simultaneous Multiparameter & Multidimensional Cardiovascular MRI  

            Session Name:Simultaneous Multiparameter & Multidimensional Cardiovascular MRI  

            Program Number:

            Room Session:Concurrent 1  

            Institution:Northwestern University  

              A Supervised Artificial Neural Network Approach with Standardized Targets for IVIM Maps Computation

              Author:Alfonso Mastropietro  Daniele Procissi  Elisa Scalco  Giovanna Rizzo  Nicola Bertolino  

              Session Type:Digital Poster  

              Session Date:Tuesday, 18 May 2021  

              Topic:Machine Learning for Image Analysis  

              Session Name:Machine Learning for Image Analysis  

              Program Number:2401  

              Room Session:Concurrent 1  

              Institution:Consiglio Nazionale delle Ricerche  Northwestern University  

              Ultra-high field imaging of deep brain stimulation at 7T: The first study of RF safety, displacement force and image artifact

              Author:Bhumi Bhusal  Jason Stockmann  Azma Mareyam  John Kirsch  Lawrence Wald  Mark Nolt  Joshua Rosenow  Roberto Lopez-Rosado  Behzad Elahi  Laleh Golestanirad  

              Session Type:Oral  

              Session Date:Wednesday, 19 May 2021  

              Topic:Parkinson & Neurodegeneration  

              Session Name:Parkinson & Neurodegeneration  

              Program Number:0548  

              Room Session:Concurrent 6  

              Institution:Massachusetts General Hospital  Northwestern University  

              Utilizing the Wavelet Transform's Structure in Compressed Sensing

              Author:Nicholas Dwork  Daniel O'Connor  Corey Baron  Ethan Johnson  John Pauly  Peder Larson  

              Session Type:Digital Poster  

              Session Date:Wednesday, 19 May 2021  

              Topic:Optimized Signal Representation for Acquisition & Reconstruction  

              Session Name:Signal Representations in Acquisition & Reconstruction  

              Program Number:2620  

              Room Session:Concurrent 1  

              Institution:Northwestern University  Stanford University  UCSF  University of California in San Francisco  University of San Francisco  Western University  

              Visualization technique for assessment of spinal cord fMRI data quality

              Author:Kimberly Hemmerling  Molly Bright  

              Session Type:Oral  

              Session Date:Wednesday, 19 May 2021  

              Topic:Spinal Cord Imaging & More  

              Session Name:Spinal Cord Imaging & More  

              Program Number:0658  

              Room Session:Concurrent 5  

              Institution:Northwestern University