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Deep Learning Captures More Accurate Diffusion Fiber Orientations Distributions than Constrained Spherical Deconvolution

Author:Vishwesh Nath  Kurt Schilling  Prasanna Parvathaneni  Allison Hainline  Colin Hansen  Camilo Bermudez  Andrew Plassard  Justin Blaber  Vaibhav Janve  Yurui Gao  Iwona Stepniewska  Adam Anderson  Bennett Landman  

Author Institution:Vanderbilt University  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Microstructure: Modeling  

Program Number:5225  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 27  

Histologically-derived fiber response functions for diffusion MRI data reveal systematic differences from model-based deconvolution kernels

Author:Kurt Schilling  Vaibhav Janve  Yurui Gao  Iwona Stepniewska  Bennett Landman  Adam Anderson  

Author Institution:Vanderbilt University  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:08:15  

Session:Diffusion: Validation  

Program Number:0742  

Presentation Time:10:03  

Room Number:S06  

Computer Number: