The effect of preprocessing in dynamic functional network connectivity used to classify mild traumatic brain injury

Victor M. Vergara; Andrew R. Mayer; Eswar Damaraju; Vince D. Calhoun

doi:10.1002/brb3.809

The effect of preprocessing in dynamic functional network connectivity used to classify mild traumatic brain injury

Brain and Behavior ◽

10.1002/brb3.809 ◽

2017 ◽

Vol 7 (10) ◽

pp. e00809 ◽

Cited By ~ 19

Author(s):

Victor M. Vergara ◽

Andrew R. Mayer ◽

Eswar Damaraju ◽

Vince D. Calhoun

Keyword(s):

Traumatic Brain Injury ◽

Brain Injury ◽

Mild Traumatic Brain Injury ◽

Network Connectivity ◽

Functional Network ◽

Functional Network Connectivity ◽

Dynamic Functional Network Connectivity

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Aberrant Static and Dynamic Functional Network Connectivity in Acute Mild Traumatic Brain Injury with Cognitive Impairment

Clinical Neuroradiology ◽

10.1007/s00062-021-01082-6 ◽

2021 ◽

Author(s):

Liyan Lu ◽

Juan Zhang ◽

Fengfang Li ◽

Song’an Shang ◽

Huiyou Chen ◽

...

Keyword(s):

Traumatic Brain Injury ◽

Cognitive Impairment ◽

Brain Injury ◽

Mild Traumatic Brain Injury ◽

Network Connectivity ◽

Functional Network ◽

Functional Network Connectivity ◽

Dynamic Functional Network Connectivity

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Dynamic functional network connectivity discriminates mild traumatic brain injury through machine learning

NeuroImage Clinical ◽

10.1016/j.nicl.2018.03.017 ◽

2018 ◽

Vol 19 ◽

pp. 30-37 ◽

Cited By ~ 31

Author(s):

Victor M. Vergara ◽

Andrew R. Mayer ◽

Kent A. Kiehl ◽

Vince D. Calhoun

Keyword(s):

Machine Learning ◽

Traumatic Brain Injury ◽

Brain Injury ◽

Mild Traumatic Brain Injury ◽

Network Connectivity ◽

Functional Network ◽

Functional Network Connectivity ◽

Dynamic Functional Network Connectivity

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Disrupted functional network connectivity predicts cognitive impairment after acute mild traumatic brain injury

CNS Neuroscience & Therapeutics ◽

10.1111/cns.13430 ◽

2020 ◽

Vol 26 (10) ◽

pp. 1083-1091

Author(s):

Fengfang Li ◽

Liyan Lu ◽

Song'an Shang ◽

Lanyue Hu ◽

Huiyou Chen ◽

...

Keyword(s):

Traumatic Brain Injury ◽

Cognitive Impairment ◽

Brain Injury ◽

Mild Traumatic Brain Injury ◽

Network Connectivity ◽

Functional Network ◽

Functional Network Connectivity

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Detection of Mild Traumatic Brain Injury by Machine Learning Classification Using Resting State Functional Network Connectivity and Fractional Anisotropy

Journal of Neurotrauma ◽

10.1089/neu.2016.4526 ◽

2017 ◽

Vol 34 (5) ◽

pp. 1045-1053 ◽

Cited By ~ 42

Author(s):

Victor M. Vergara ◽

Andrew R. Mayer ◽

Eswar Damaraju ◽

Kent A. Kiehl ◽

Vince Calhoun

Keyword(s):

Machine Learning ◽

Traumatic Brain Injury ◽

Brain Injury ◽

Fractional Anisotropy ◽

Mild Traumatic Brain Injury ◽

Resting State ◽

Network Connectivity ◽

Functional Network ◽

Machine Learning Classification ◽

Functional Network Connectivity

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PATH57 Altered structural and functional network connectivity predicts cognitive function after traumatic brain injury

Journal of Neurology Neurosurgery & Psychiatry ◽

10.1136/jnnp.2010.226340.25 ◽

2010 ◽

Vol 81 (11) ◽

pp. e23-e23 ◽

Cited By ~ 2

Author(s):

D. Sharp ◽

P. J. Leech R ◽

V. Bonnelle ◽

C. F. Beckmann ◽

X. De Boissezon ◽

...

Keyword(s):

Traumatic Brain Injury ◽

Brain Injury ◽

Cognitive Function ◽

Network Connectivity ◽

Functional Network ◽

Functional Network Connectivity

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Relationship between MEG global dynamic functional network connectivity measures and symptoms in schizophrenia

Schizophrenia Research ◽

10.1016/j.schres.2019.05.007 ◽

2019 ◽

Vol 209 ◽

pp. 129-134 ◽

Cited By ~ 3

Author(s):

L. Sanfratello ◽

J.M. Houck ◽

V.D. Calhoun

Keyword(s):

Network Connectivity ◽

Functional Network ◽

Functional Network Connectivity ◽

Global Dynamic ◽

Dynamic Functional Network Connectivity

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Classification of schizophrenia patients vs healthy controls with dynamic functional network connectivity

NeuroImage ◽

10.1016/s1053-8119(09)70216-2 ◽

2009 ◽

Vol 47 ◽

pp. S57 ◽

Cited By ~ 3

Author(s):

U Sakoglu ◽

AM Michael ◽

VD Calhoun

Keyword(s):

Network Connectivity ◽

Functional Network ◽

Healthy Controls ◽

Functional Network Connectivity ◽

Dynamic Functional Network Connectivity

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Tri-clustering dynamic functional network connectivity (dFNC) identifies significant schizophrenia effects across multiple states in distinct subgroups of individuals

Brain Connectivity ◽

10.1089/brain.2020.0896 ◽

2021 ◽

Author(s):

Md Abdur Rahaman ◽

Eswar Damaraju ◽

Jessica A Turner ◽

Theo van Erp ◽

Daniel H. Mathalon ◽

...

Keyword(s):

Network Connectivity ◽

Functional Network ◽

Functional Network Connectivity ◽

Dynamic Functional Network Connectivity

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The Dynamic Functional Network Connectivity Analysis Framework

Engineering ◽

10.1016/j.eng.2018.10.001 ◽

2019 ◽

Vol 5 (2) ◽

pp. 190-193

Author(s):

Zening Fu ◽

Yuhui Du ◽

Vince D. Calhoun

Keyword(s):

Network Connectivity ◽

Functional Network ◽

Connectivity Analysis ◽

Analysis Framework ◽

Functional Network Connectivity ◽

Dynamic Functional Network Connectivity

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Abnormal Dynamic Functional Network Connectivity and Graph Theoretical Analysis in Major Depressive Disorder

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8512340 ◽

2018 ◽

Author(s):

Dongmei Zhi ◽

Xiaohong Ma ◽

Luxian Lv ◽

Qing Ke ◽

Yongfeng Yang ◽

...

Keyword(s):

Major Depressive Disorder ◽

Theoretical Analysis ◽

Depressive Disorder ◽

Network Connectivity ◽

Functional Network ◽

Major Depressive ◽

Functional Network Connectivity ◽

Graph Theoretical Analysis ◽

Dynamic Functional Network Connectivity

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