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DSLR+: Enhancing deep subspace learning reconstruction for high-dimensional MRI

Author:Christopher Sandino  Frank Ong  Ke Wang  Michael Lustig  Shreyas Vasanawala  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction  

Program Number:0277  

Room Session:Concurrent 1  

Institution:Stanford University  UC Berkeley  

Evaluation of Multi-shot DTI Metrics at Non-Compressed Levels for the Diagnosis and Prognosis of Degenerative Cervical Myelopathy (DCM)

Author:Sisi Li  Ke Wang  Xiao Han  Jinchao Wang  Wen Jiang  Xiaodong Ma  Bing Wu  Yandong Liu  Wei Liang  Hua Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Brain Microstructure: Application & Validation Across Species  

Session Name:Diffusion Applications: Brain & Spine  

Program Number:2060  

Room Session:Concurrent 3  

Institution:Beijing Jishuitan Hospital  Center for Biomedical Imaging Research  GE Healthcare, MR Research China  University of California, Berkeley  University of Minnesota, Minnesota  

A GPU-accelerated Extended Phase Graph Algorithm for differentiable optimization and learning

Author:Somnath Rakshit  Ke Wang  Jonathan Tamir  

Session Type:Digital Poster  

Session Date:Thursday, 20 May 2021  

Topic:Data Processing & Software Tools  

Session Name:Software Tools for Development, Data Processing & Analysis  

Program Number:3754  

Room Session:Concurrent 1  

Institution:The University of Texas at Austin  University of California, Berkeley  

Memory-Efficient Learning for High-Dimensional MR Reconstruction

Author:Ke Wang  Michael Kellman  Christopher Sandino  Kevin Zhang  Shreyas Vasanawala  Jonathan Tamir  Stella Yu  Michael Lustig  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Image Reconstruction  

Session Name:Machine Learning for Image Reconstruction  

Program Number:1955  

Room Session:Concurrent 1  

Institution:Stanford University  The University of Texas at Austin  University of California, Berkeley  University of California, San Francisco  

Multi-parameter model proposes a comprehensive imaging index for degenerative cervical myelopathy diagnosis: a preliminary study

Author:Yuancheng Jiang  Xiao Han  Jinchao Wang  Sisi Li  Ke Wang  Yandong Liu  Wei Liang  Wen Jiang  Hua Guo  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Spinal Cord Imaging & More  

Session Name:Spine & Nervous System Imaging  

Program Number:3460  

Room Session:Concurrent 5  

Institution:Beijing Jishuitan Hospital  Tsinghua University  University of California, Berkeley  

Subtle Inverse Crimes: Naively using Publicly Available Images Could Make Reconstruction Results Seem Misleadingly Better!

Author:Efrat Shimron  Jonathan Tamir  Ke Wang  Michael Lustig  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Data Acquisition & Image Reconstruction  

Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

Program Number:0222  

Room Session:Concurrent 1  

Institution:The University of Texas at Austin  UC Berkeley