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Comparison of oxygenation MRI methods with cerebrovascular reactivity in Moyamoya disease using simultaneous [15O]-water PET/MRI

Author:Audrey Fan  David Chen  David Shin  Moss Zhao  Mohammad Khalighi  Jun-Hyung Park  Bin Shen  Dawn Holley  Kim Halbert  Gary Steinberg  Greg Zaharchuk  

Institution:GE Healthcare  Stanford University  Taipei Medical University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neurovascular  

Session Name:Neurovascular: Stroke Imaging Clinical  

Program Number:1607  

Room Live Q&A Session:

Deep learning based Ischemic core prediction from perfusion-weighted imaging in acute ischemic stroke

Author:Yannan Yu  Yuan Xie  Thoralf Thamm  Enhao Gong  Jiahong Ouyang  Soren Christensen  Michael Marks  Maarten Lansberg  Gregory Albers  Greg Zaharchuk  

Institution:Stanford University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neurovascular  

Session Name:Neurovascular: Systemic Disease-Related Stroke & Others  

Program Number:1648  

Room Live Q&A Session:

Deep Learning Detection of Penumbral Tissue on Arterial Spin Labeling in Stroke

Author:Kai Wang  Qinyang Shou  Samantha Ma  David Liebeskin  Xin Qiao  Jeffrey Saver  Noriko Salamon  Songlin Yu  Hosung Kim  Yannan Yu  Yuan Xie  Greg Zaharchuk  Fabien Scalzo  Danny Wang  

Institution:Beijing Tiantan Hospital, Capital Medical University  Stanford University  University of California, Los Angeles  University of Southern California  

Session Type:Oral  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

Program Number:1288  

Room Live Q&A Session:Thursday Parallel 2  

Deep Learning Enables Accurate Quantitative Volumetric Brain MRI with 2x Faster Scan Times

Author:Long Wang  Suzie Bash  Sara Dupont  Sebastian Magda  Chris Airriess  Enhao Gong  Greg Zaharchuk  Ajit Shankaranarayanan  Tao Zhang  

Institution:CorTechs Labs Inc  RadNet  Stanford University  Subtle Medical Inc  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1877  

Room Live Q&A Session:

Deep Learning synthesis of PET-like CBF maps from arterial spin labeling MRI: Rapid Clinical Deployment & Evaluation

Author:David Shin  David Chen  Audrey Fan  Moss Zhao  Jia Guo  Suchandrima Banerjee  Greg Zaharchuk  

Institution:GE Healthcare  Stanford University  University of California  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 4  

Program Number:1895  

Room Live Q&A Session:

Enhanced One-minute EPImix Brain MRI Scans with distortion correction Based on supervised GAN model

Author:Haining Wei  Jiang Liu  Enhao Gong  Stefan Skare  Greg Zaharchuk  

Institution:Karolinska Institutet  Stanford University  Subtle Medical Inc.  The Johns Hopkins University  Tsinghua University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Super-Resolution, Synthesis & Adversarial Learning  

Program Number:3543  

Room Live Q&A Session:

From 2D thick slices to 3D isotropic volumetric brain MRI - a deep learning approach

Author:Berkin Bilgic  Long Wang  Enhao Gong  Greg Zaharchuk  Tao Zhang  

Institution:Subtle Medical Inc  MGH/Harvard  Stanford University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Thursday, 13 August 2020  

Topic:Brain-Gut Axis and AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging  

Program Number:1299  

Room Live Q&A Session:Thursday Parallel 2  

High Resolution Isotropic PET/MR imaging using Anatomical Priors for PET Reconstruction

Author:Mohammad Mehdi Khalighi  Timothy Deller  Matthew Spangler-Bickell  Kristen Wangerin  Dawn Holley  Kim Halbert  Michael Zeineh  Greg Zaharchuk  Elizabeth Mormino  Andrei Iagaru  Michael Moseley  

Institution:GE Healthcare  IRCCS Ospedale San Raffaele  Stanford University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Hyperpolarization and Molecular Imaging  

Session Name:Molecular Imaging: Applications 1  

Program Number:3069  

Room Live Q&A Session:

Hippocampal Subfield Tau Progression Identified using Simultaneous Tau-PET/MRI at 3T in Alzheimer’s Disease

Author:Mackenzie Carlson  Tyler Toueg  Mehdi Khalighi  Jessa Castillo  Bin Shen  Carmen Azevedo  Phillip DiGiacomo  Nicole Mouchawar  Greg Zaharchuk  Michelle James  Elizabeth Mormino  Michael Zeineh  

Institution:Stanford University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Hyperpolarization and Molecular Imaging  

Session Name:Molecular Imaging: Applications 1  

Program Number:3058  

Room Live Q&A Session:

Investigating the Repeatability of Cerebrovascular Reactivity Using Single and Multi-PLD PCASL

Author:Moss Zhao  Audrey Fan  David Chen  David Shin  Mohammad Khalighi  Dawn Holley  Kim Halbert  Andrea Otte  Brittney Williams  Jun-Hyung Park  Bin Shen  Greg Zaharchuk  

Institution:GE Healthcare  Stanford University  Shuang-Ho Hospital, Taipei Medical University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:MR Elastography and Perfusion  

Session Name:Arterial Spin Labeling: Acquisition  

Program Number:3286  

Room Live Q&A Session:

Killer Applications: Where Will Machine Learning Make a Substantial Clinical Impact?

Author:Greg Zaharchuk  

Institution:Stanford University  

Session Type:Weekend Course  

Session Live Q&A Date:Saturday, 8 August 2020  

Topic:Machine Learning: Everything You Want to Know  

Session Name:Machine Learning: Everything You Want to Know  

Program Number:

Room Live Q&A Session:Saturday Parallel 2  

    MRI-assisted Deep Learning-enhanced Actual Ultra-low-dose Amyloid PET Acquisitions

    Author:Kevin Chen  Dawn Holley  Kim Halbert  Tyler Toueg  Athanasia Boumis  Elizabeth Mormino  Mehdi Khalighi  Greg Zaharchuk  

    Institution:Stanford University  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:New Techniques in MRS  

    Session Name:MRS Reconstruction & AI  

    Program Number:2848  

    Room Live Q&A Session:

    Toward a site and scanner-generic deep learning model for reduced gadolinium dose in contrast-enhanced brain MRI

    Author:Srivathsa Pasumarthi Venkata  Jonathan Tamir  Enhao Gong  Greg Zaharchuk  Tao Zhang  

    Institution:Subtle Medical Inc.  

    Session Type:Oral  

    Session Live Q&A Date:Thursday, 13 August 2020  

    Topic:Brain-Gut Axis and AI in Neuroimaging  

    Session Name:AI Applications in Neuroimaging: High Novelty & Impact  

    Program Number:1286  

    Room Live Q&A Session:Thursday Parallel 2  

    TSPO-PET/MRI Reveals Increased Neuroinflammation in Basal Ganglia of Chronic Fatigue Syndrome Patients

    Author:Mackenzie Carlson  Jun-Hyung Park  Tullia Lieb  Bin Shen  Marc Stevens  Brian Mills  Nicole Mouchawar  Greg Zaharchuk  Michael Zeineh  Michelle James  

    Institution:Stanford University  

    Session Type:Digital Poster  

    Session Live Q&A Date:Digital Poster (All Week)  

    Topic:Hyperpolarization and Molecular Imaging  

    Session Name:Molecular Imaging: Applications 1  

    Program Number:3057  

    Room Live Q&A Session:

    Using Deep Learning to Predict PET Cerebrovascular Reserve in Moyamoya Disease from Baseline MRI

    Author:David Chen  Yosuke Ishii  Moss Zhao  Audrey Fan  Greg Zaharchuk  

    Institution:Stanford University  Tokyo Medical and Dental University  Shuang Ho Hospital, Taipei Medical University  

    Session Type:Oral - Power Pitch  

    Session Live Q&A Date:Thursday, 13 August 2020  

    Topic:Neurovascular imaging  

    Session Name:Highlights in Cerebral Lumenography & Vascular Reactivity  

    Program Number:1070  

    Room Live Q&A Session:Thursday Parallel 2