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A nonlinear model for DTI reconstruction with locally low-rank regularization

Author:Yuxin Hu  Qiyuan Tian  Grant Yang  Jennifer McNab  Bruce Daniel  Brian Hargreaves  

Institution:Harvard Medical School  Harvard Medical School  Stanford University  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:16:00  

Session Name:Pitch: Diffusion MRI: Acquisition, Reconstruction & Artefact Correction  

Program Number:0234  

Presentation Time:16:00   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

A nonlinear model for DTI reconstruction with locally low-rank regularization

Author:Yuxin Hu  Qiyuan Tian  Grant Yang  Jennifer McNab  Bruce Daniel  Brian Hargreaves  

Institution:Harvard Medical School  Harvard Medical School  Stanford University  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:17:00  

Session Name:Poster: Diffusion MRI: Acquisition, Reconstruction & Artefact Correction  

Program Number:0234  

Presentation Time:17:00   

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:Plasma 13  

Creating a diffusion tractography-based atlas of human thalamic ventral intermediate nucleus aided by deep learning

Creating a diffusion tractography-based atlas of human thalamic ventral intermediate nucleus aided by deep learning

Multi-shot DWI with multiplexed sensitivity encoding (MUSE) versus single-shot DWI in the breast

Author:Yuxin Hu  Arnaud Guidon  Lloyd Estkowski  Bruce Daniel  Brian Hargreaves  Catherine Moran  

Institution:Global MR Application and Workflow, GE Healthcare  Stanford University  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:15:45  

Session Name:Pitch: Breast Power Pitch  

Program Number:0604  

Presentation Time:15:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:

Multi-shot DWI with multiplexed sensitivity encoding (MUSE) versus single-shot DWI in the breast

Author:Yuxin Hu  Arnaud Guidon  Lloyd Estkowski  Bruce Daniel  Brian Hargreaves  Catherine Moran  

Institution:Global MR Application and Workflow, GE Healthcare  Stanford University  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:16:45  

Session Name:Poster: Breast Power Poster  

Program Number:0604  

Presentation Time:16:45   

Room Number:Power Pitch Theater C - Exhibition Hall  

Computer Number:Plasma 45  

Reconstruction of multi-shot diffusion-weighted MRI using unrolled network with U-nets as priors

Author:Yuxin Hu  Xinwei Shi  Qiyuan Tian  Hengkai Guo  Minda Deng  Miao Yu  Catherine Moran  Grant Yang  Jennifer McNab  Bruce Daniel  Brian Hargreaves  

Institution:ByteDance AI Lab  Harvard Medical School  Harvard Medical School  Stanford University  

Session Type:Power Pitch  

Session Date:Tuesday, 14 May 2019  

Session Time:13:30  

Session Name:Pitch: Machine Learning Unleashed 1  

Program Number:0465  

Presentation Time:13:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Reconstruction of multi-shot diffusion-weighted MRI using unrolled network with U-nets as priors

Author:Yuxin Hu  Xinwei Shi  Qiyuan Tian  Hengkai Guo  Minda Deng  Miao Yu  Catherine Moran  Grant Yang  Jennifer McNab  Bruce Daniel  Brian Hargreaves  

Institution:ByteDance AI Lab  Harvard Medical School  Harvard Medical School  Stanford University  

Session Type:Power Pitch Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:14:30  

Session Name:Poster: Machine Learning Unleashed 1  

Program Number:0465  

Presentation Time:14:30   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 16  

Robust high-quality multi-shot EPI with low-rank prior and machine learning

Six-direction diffusion tensor MRI using a convolutional neural network

SuperSurfer: Cortical surface reconstruction using super-resolution anatomical MR images synthesized by deep learning

Author:Qiyuan Tian  Berkin Bilgic  Qiuyun Fan  Chanon Ngamsombat  Akshay Chaudhari  Ned Ohringer  Yuxin Hu  Thomas Witzel  Kawin Setsompop  Jonathan Polimeni  Susie Huang  

Institution:Massachusetts General Hospital, Harvard Medical School  Stanford University  Massachusetts Institute of Technology  

Session Type:Oral  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Image Processing & Analysis  

Program Number:0834  

Presentation Time:14:06   

Room Number:Room 510A-D  

Computer Number: