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Multi-objective Deep Learning for Joint Estimation and Detection Tasks in MRI

Author:Zhiyang Fu  Maria Altbach  Diego Martin  Ali Bilgin  

Institution:University of Arizona  

Session Type:Digital Poster  

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

Topic:ML: Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction 3  

Program Number:3618  

Room Live Q&A Session:

StackGen-Net: A Stacked Generalization of 3D Orthogonal Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities

Author:Lavanya Umapathy  Gloria Guzman Perez-Carrillo  Mahesh Bharath Keerthivasan  Maria Altbach  Blair Winegar  Craig Weinkauf  Ali Bilgin  

Institution:University of Arizona  Siemens Healthcare USA  

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:1023  

Room Live Q&A Session:Thursday Parallel 1