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Artificial neural networks for numerical differentiation with application to magnetic resonance elastography

Author:Matthew Murphy  Joshua Trzasko  Jonathan Scott  Armando Manduca  III, John Huston  Richard Ehman  

Institution:Mayo Clinic  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:System Imperfections, Artifacts, and More  

Session Name:Machine Learning: Artifact Correction, Quantification & Reconstruction  

Program Number:0681  

Room Live Q&A Session:Tuesday Parallel 3  

Improved Depiction of Meningioma Boundaries in MR Elastography Using a Novel Inhomogeneous Learned Inversion

Author:Jonathan Scott  Arvin Arani  Armando Manduca  Joshua Trzasko  John Huston III  Richard Ehman  Matthew Murphy  

Institution:Mayo Clinic  

Session Type:Oral - Power Pitch  

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

Topic:Quantification, ML, and Tools  

Session Name:Machine Learning Potpourri: White Matter, Pharmacokinetics, Brain Age & Other Applications  

Program Number:1033  

Room Live Q&A Session:Thursday Parallel 1  

Preliminary application of Three-Dimensional Multifrequency MR Elastography for Chronic Kidney Disease

Author:Shan Pi  Jonathan Scott  Yin Li  Hui Peng  Huiquan Wen  Matthew Murphy  Jingbiao Chen  Meng Yin  Jun Chen  Kevin Glaser  Rchard Ehman  Jin Wang  

Institution:Mayo Clinic  The third Affiliated Hospital, Sun Yat-Sen University  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Quantitative Tissue Properties  

Session Name:Magnetic Resonance Elastography  

Program Number:0165  

Room Live Q&A Session:Monday Parallel 1