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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  

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  

Hyperpolarized [2-13C]Pyruvate Molecular Imaging with Whole Brain Coverage

Author:Yaewon Kim  Brian Chung  Jeremy Gordon  Adam Autry  Chou Tan  Chris Suszczynski  Susan Chang  Yan Li  Duan Xu  Daniel Vigneron  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Molecular Imaging & X-Nuclei  

Session Name:Molecular Imaging & X-Nuclei  

Program Number:0233  

Room Session:Concurrent 2  

Institution:MilliporeSigma, Merck KGaA  University of California  

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