Research on Machine Learning Classification of Mild Traumatic Brain Injury Patients Using Resting-State Functional Connectivity

2022 ◽  
pp. 476-483
Author(s):  
YuXiang Li ◽  
Hui Shen ◽  
Hongwei Xie ◽  
Dewen Hu
Keyword(s):  
Machine Learning ◽  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Functional Connectivity ◽  
Mild Traumatic Brain Injury ◽  
Resting State ◽  
Resting State Functional Connectivity ◽  
Machine Learning Classification

Longitudinal Resting State Functional Connectivity Predicts Clinical Outcome in Mild Traumatic Brain Injury

2019 ◽  
Vol 36 (5) ◽  
pp. 650-660 ◽  
Author(s):  
Radhika Madhavan ◽  
Suresh E. Joel ◽  
Rakesh Mullick ◽  
Taylor Cogsil ◽  
Sumit N. Niogi ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Functional Connectivity ◽  
Clinical Outcome ◽  
Mild Traumatic Brain Injury ◽  
Resting State ◽  
Resting State Functional Connectivity

Resting-state functional connectivity as a biomarker of aggression in mild traumatic brain injury

Neuroreport ◽  
2018 ◽  
Vol 29 (16) ◽  
pp. 1413-1417 ◽  
Author(s):  
Natalie S. Dailey ◽  
Ryan Smith ◽  
John R. Vanuk ◽  
Adam C. Raikes ◽  
William D.S. Killgore
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Functional Connectivity ◽  
Mild Traumatic Brain Injury ◽  
Resting State ◽  
Resting State Functional Connectivity

scholarly journals Resting-State Functional Connectivity Alterations Associated with Six-Month Outcomes in Mild Traumatic Brain Injury

2017 ◽  
Vol 34 (8) ◽  
pp. 1546-1557 ◽  
Author(s):  
Eva M. Palacios ◽  
Esther L. Yuh ◽  
Yi-Shin Chang ◽  
John K. Yue ◽  
David M. Schnyer ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Functional Connectivity ◽  
Mild Traumatic Brain Injury ◽  
Resting State ◽  
Resting State Functional Connectivity

scholarly journals Disruptions in Resting State Functional Connectivity and Cerebral Blood Flow in Mild Traumatic Brain Injury Patients

PLoS ONE ◽  
2015 ◽  
Vol 10 (8) ◽  
pp. e0134019 ◽  
Author(s):  
Chandler Sours ◽  
Jiachen Zhuo ◽  
Steven Roys ◽  
Kathirkamanthan Shanmuganathan ◽  
Rao P. Gullapalli
Keyword(s):  
Traumatic Brain Injury ◽  
Blood Flow ◽  
Cerebral Blood Flow ◽  
Brain Injury ◽  
Functional Connectivity ◽  
Mild Traumatic Brain Injury ◽  
Resting State ◽  
Resting State Functional Connectivity

scholarly journals Resting State Functional Connectivity in Mild Traumatic Brain Injury at the Acute Stage: Independent Component and Seed-Based Analyses

2015 ◽  
Vol 32 (14) ◽  
pp. 1031-1045 ◽  
Author(s):  
Armin Iraji ◽  
Randall R. Benson ◽  
Robert D. Welch ◽  
Brian J. O'Neil ◽  
John L. Woodard ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Functional Connectivity ◽  
Mild Traumatic Brain Injury ◽  
Resting State ◽  
Acute Stage ◽  
Independent Component ◽  
Resting State Functional Connectivity

Resting state functional connectivity responses post-mild traumatic brain injury: a systematic review

Brain Injury ◽  
2021 ◽  
pp. 1-12
Author(s):  
Nathan Morelli ◽  
Nathan F. Johnson ◽  
Kimberly Kaiser ◽  
Richard D. Andreatta ◽  
Nicholas R. Heebner ◽  
...  
Keyword(s):  
Systematic Review ◽  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Functional Connectivity ◽  
Mild Traumatic Brain Injury ◽  
Resting State ◽  
Resting State Functional Connectivity
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