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Deep Learning-Based Liver Fat and R2* Mapping with Uncertainty Estimation using Self-Gated Free-Breathing Stack-of-Radial MRI

Author:Shu-Fu Shih  Sevgi Kafali  Tess Armstrong  Xiaodong Zhong  Kara Calkins  Holden Wu  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Fat & Metabolism  

Session Name:Fat & Metabolism I  

Program Number:3847  

Room Session:Concurrent 4  

Institution:Siemens Medical Solutions USA, Inc.  University of California, Los Angeles  

A Densely Connected Neural Network with Frequency Balancing Loss for Adipose Tissue Segmentation in Children using Free-Breathing Abdominal MRI

Author:Sevgi Kafali  Shu-Fu Shih  Xinzhou Li  Tess Armstrong  Kelsey Kuwahara  Sparsha Govardhan  Karrie Ly  Shahnaz Ghahremani  Kara Calkins  Holden Wu  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Pediatric MRI  

Session Name:Pediatrics: Body Topics  

Program Number:2263  

Room Session:Concurrent 3  

Institution:University of California, Los Angeles  

Improved Efficiency of Free-Breathing Stack-of-Radial MRI for Liver Fat and R2* Quantification Using Accelerated k-space Shift Calibration

Author:Xiaodong Zhong  Tess Armstrong  Chang Gao  Marcel Nickel  Fei Han  Brian Dale  Holden Wu  Peng Hu  Vibhas Deshpande  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Fat & Metabolism  

Session Name:Fat & Metabolism I  

Program Number:3845  

Room Session:Concurrent 4  

Institution:Siemens Healthcare GmbH  Siemens Medical Solutions USA, Inc.  University of California Los Angeles