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Identifying Individual Motor Function Using Machine Learning Predication Based on Resting-State fMRI for Presurgical Mapping in Patients with Brain Tumor

Author:Chen Niu  Elizabeth Zakszewski  Alexander Cohen  Xiao Ling  Ming Zhang  Maode Wang  Yang Wang  

Author Institution:First Affiliated Hospital of Xi'An Jiaotong University  Medical College of Wisconsin  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:16:15  

Session:Machine Learning in Neuroimaging  

Program Number:0898  

Presentation Time:17:15  

Room Number:N02  

Computer Number:

Modeling Motor Task Activation from Task-free fMRI with Machine Learning: Predictions and Accuracy in Individual Subjects

Modeling Motor Task Activation from Task-free fMRI with Machine Learning: Predictions and Accuracy in Individual Subjects

Predicting individual language task activation from resting state fMRI using a novel data-driven approach

Author:Elizabeth Zakszewski  Alexander Cohen  Oiwi Parker Jones  Saad Jbabdi  Yang Wang  

Author Institution:Medical College of Wisconsin  University of Oxford  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:13:15  

Session:Analysis Methods: Task-Based fMRI  

Program Number:5467  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 30  

Predicting Individual Task Performance From Resting State fMRI: Effects of Training Task Data Quality

Author:Alexander Cohen  Elizabeth Zakszewski  Yang Wang  

Author Institution:Medical College of Wisconsin  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:13:15  

Session:Analysis Methods: Task-Based fMRI  

Program Number:5466  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 29  

Predicting Task Activation from Resting State fMRI: A Comparison of Single Band and Multiband EPI Acquisitions

Author:Alexander Cohen  Elizabeth Zakszewski  Yang Wang  

Author Institution:Medical College of Wisconsin  

Session Type:Electronic Poster  

Session Date:Thursday, 21 June 2018  

Session Time:14:15  

Session:fMRI: Connectivity Methods  

Program Number:5537  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 4  

Within-Subject Characterization of Sports Concussion with Serial Diffusion MRI and Spherical Mean Technique

Author:Matthew Budde  L. Tugan Muftuler  Andrew Nencka  Kevin Koch  Yang Wang  Timothy Meier  Michael McCrea  

Author Institution:Medical College of Wisconsin  

Session Type:Electronic Poster  

Session Date:Wednesday, 20 June 2018  

Session Time:14:45  

Session:Traumatic Brain Injury  

Program Number:4940  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 75