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Assessment of Higher-Order SVD Rank Reduction Denoising on Dynamic Hyperpolarized [13C]pyruvate Metabolic Imaging Data on Patients with Glioma

Author:Sana Vaziri  Adam Autry  Yaewon Kim  Hsin-Yu Chen  Jeremy Gordon  Marisa LaFontaine  Jasmine Graham  Janine Lupo  Jennifer Clarke  Javier Villanueva-Meyer  Nancy Ann Oberheim Bush  Duan Xu  Susan Chang  Peder Larson  Daniel Vigneron  Yan Li  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Signal Modelling for Quantitative MRI  

Session Name:Modelling: Diffusion, Kinetics & More  

Program Number:2836  

Room Session:Concurrent 1  

Institution:University of California, San Francisco  

Deep-Learning Based Image Reconstruction for Lumbar Spine MRI at 3T: Clinical Feasibility

Author:Emma Bahroos  Misung Han  Cynthia Chin  David Shin  Javier Villanueva-Meyer  Thomas Link  Valentina Pedoia  Sharmila Majumdar  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Artificial Intelligence Applied to MSK MRI  

Session Name:Artificial Intelligence  

Program Number:4052  

Room Session:Concurrent 4  

Institution:GE Healthcare  University of California San Francisco  

Denoising of Hyperpolarized 13C MR Images of the Human Brain Using Patch-based Higher-order Singular Value Decomposition

Author:Yaewon Kim  Hsin-Yu Chen  Adam Autry  Javier Villanueva-Meyer  Susan Chang  Yan Li  Peder Larson  Jeffrey Brender  Murali Krishna  Duan Xu  Daniel Vigneron  Jeremy Gordon  

Session Type:Oral  

Session Date:Wednesday, 19 May 2021  

Topic:Optimized Signal Representation for Acquisition & Reconstruction  

Session Name:Optimized Signal Representation for Acquisition & Reconstruction  

Program Number:0439  

Room Session:Concurrent 1  

Institution:Center for Cancer Research, National Cancer Institute, National Institutes of Health  University of California  

Early prediction of progression free survival and overall survival of patients with glioblastoma using machine learning and multiparametric MRI

Author:Nate Tran  Tracy Luks  Devika Nair  Angela Jakary  Yan Li  Janine Lupo  Javier Villanueva-Meyer  Nicholas Butowski  Jennifer Clarke  Susan Chang  

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:3273  

Room Session:Concurrent 6  

Institution:University of California, San Francisco  UCSF/UC Berkeley Graduate Program in Bioengineering  

Imaging the Brain: What’s Missing?

Author:Javier Villanueva-Meyer  

Session Type:Member-Initiated Symposium  

Session Date:Monday, 17 May 2021  

Topic:Thinking Hyperpolarization: A Multinuclear Window into the Brain  

Session Name:Thinking Hyperpolarization: A Multinuclear Window into the Brain  

Program Number:

Room Session:Concurrent 8  

Institution:University of California, San Francisco  

    Improving the generalizability of convolutional neural networks for T2-lesion segmentation of gliomas in the post-treatment setting

    Author:Jacob Ellison  Francesco Caliva  Pablo Damasceno  Tracy Luks  Marisa LaFontaine  Julia Cluceru  Anil Kemisetti  Yan Li  Valentina Pedoia  Javier Villanueva-Meyer  Janine Lupo  

    Session Type:Digital Poster  

    Session Date:Wednesday, 19 May 2021  

    Topic:Emerging Applications of AI in Neuroimaging  

    Session Name:Emerging Applications of AI in Neuroimaging for CES I  

    Program Number:3495  

    Room Session:Concurrent 6  

    Institution:UCSF  

    Multi-parametric hyperpolarized 13C/1H imaging of human gliomas expressing diverse pathologic mutations

    Author:Adam Autry  Sana Vaziri  Marisa LaFontaine  Jeremy Gordon  Hsin-Yu Chen  Yaewon Kim  Javier Villanueva-Meyer  Susan Chang  Jennifer Clarke  Duan Xu  Janine Lupo  Peder Larson  Daniel Vigneron  Yan Li  

    Session Type:Oral  

    Session Date:Thursday, 20 May 2021  

    Topic:Cutting-Edge MR & the Brain Tumor Microenvironment  

    Session Name:Cutting-Edge MR & the Brain Tumor Microenvironment  

    Program Number:0767  

    Room Session:Concurrent 6  

    Institution:University of California San Francisco