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Deep Multiple Sclerosis Lesion Segmentation with Anatomical Convolution and Lesion-wise Loss

Author:Hang Zhang  Jinwei Zhang  Pascal Spincemaille  Thanh Nguyen  Yi Wang  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Multiple Sclerosis  

Session Name:MS: Myelin & Lesion Characterization  

Program Number:2811  

Room Session:Concurrent 6  

Institution:Cornell University  

Deep unrolled network with optimal sampling pattern to accelerate multi-echo GRE acquisition for quantitative susceptibility mapping

Author:Jinwei Zhang  Hang Zhang  Pascal Spincemaille  Mert Sabuncu  Thanh Nguyen  Ilhami Kovanlikaya  Yi Wang  

Session Type:Digital Poster  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Quantitative Imaging  

Session Name:Machine Learning for Quantitative Imaging  

Program Number:2166  

Room Session:Concurrent 1  

Institution:Cornell University  Weill Cornell Medical College  

MS-Voter: Learning Where to Vote for Confluent Multiple Sclerosis Lesion Separation

Author:Hang Zhang  Jinwei Zhang  Junghun Cho  Susan Gauthier  Pascal Spincemaille  Thanh Nguyen  Yi Wang  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Multiple Sclerosis  

Session Name:MS: Myelin & Lesion Characterization  

Program Number:2824  

Room Session:Concurrent 6  

Institution:Cornell University  

Sub-second Accurate Myelin Water Fraction Reconstruction with UNET

Author:Jeremy Kim  Thanh Nguyen  Jinwei Zhang  Yi Wang  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Multiple Sclerosis  

Session Name:MS: Myelin & Lesion Characterization  

Program Number:2821  

Room Session:Concurrent 6  

Institution:Stanford University  Weill Cornell