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Analysis of longitudinal MRI changes using mixed effects models on deformation tensors

Author:Nagesh Adluru  Hyunwoo Kim  Molly Prigge  Nicholas Lange  Erin Bigler  Janet Lainhart  Andrew Alexander  Vikas Singh  

Author Institution:Brigham Young University  Harvard Medical School  University of Utah  University of Wisconsin Madison  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3504  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 72  

Application of machine learning for MRI case studies

Author:Nagesh Adluru  Cole Korponay  Robin Goldman  Andrew Alexander  Richard Davidson  

Author Institution:University of Wisconsin Madison  

Session Type:Traditional Poster  

Session Date:Thursday, 21 June 2018  

Session Time:08:00  

Session:Classification & Prediction for Function & Disease  

Program Number:2739  

Presentation Time:

Room Number:Exhibition Hall 2739-2751  

Computer Number:

Cascaded 3D fully convolutional neural network for segmenting amygdala and its subnuclei

Author:Yilin Liu  Brendon Nacewicz  Gregory Kirk  Andrew Alexander  Nagesh Adluru  

Author Institution:University of Wisconsin Madison  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3489  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 57  

Correlation of baseline DSI based metrics with clinical motor outcomes at 6 weeks after acute ischemic stroke

Author:Kyler Hodgson  Ganesh Adluru  Lorie Richards  Jennifer Majersik  Nagesh Adluru  Edward DiBella  

Author Institution:University of Utah  University of Wisconsin  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:09:15  

Session:Diffusion MRI: Validation  

Program Number:3242  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 48  

Prenatal Maternal Cortisol Response Predicts One-month Infant White Matter Microstructure

Author:Douglas Dean  Elizabeth Planalp  William Wooten  Nagesh Adluru  H. Goldsmith  Andrew Alexander  Richard Davidson  

Author Institution:University of Wisconsin Madison  

Session Type:Oral  

Session Date:Tuesday, 19 June 2018  

Session Time:13:45  

Session:Normal Pediatric Brain Development  

Program Number:0530  

Presentation Time:15:09  

Room Number:W03/04  

Computer Number:

Residual analysis reveals variation of the intrinsic diffusivity throughout the brain in neurite orientation dispersion and density imaging (NODDI)

Author:Jose Guerrero  Nagesh Adluru  Steven Kecskemeti  Richard Davidson  Hui Zhang  Andrew Alexander  

Author Institution:University College London  University of Wisconsin - Madison  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Diffusion MRI: Microstructure  

Program Number:1687  

Presentation Time:

Room Number:Exhibition Hall 1676-1688  

Computer Number:

Voxel-wise Mahalanobis Distance (MaD-Vox): a multivariate approach to single subject analysis

Author:Jose Guerrero  Douglas Dean III  Nagesh Adluru  Andrew Alexander  

Author Institution:University of Wisconsin - Madison  

Session Type:Traditional Poster  

Session Date:Tuesday, 19 June 2018  

Session Time:08:15  

Session:Diffusion MRI: Signal Reconstruction & Representation  

Program Number:1576  

Presentation Time:

Room Number:Exhibition Hall 1574-1612  

Computer Number: