Leveraging Data Science for Traumatic Brain Injury Prevention, Evidence-Based Healthcare, and Precision Medicine

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ORIGINAL RESEARCH

Published on 28 Sep 2022

Application of multiple testing procedures for identifying relevant comorbidities, from a large set, in traumatic brain injury for research applications utilizing big health-administrative data

Sayantee Jana
Mitchell Sutton
Tatyana Mollayeva
Vincy Chan
Angela Colantonio
Michael David Escobar

doi 10.3389/fdata.2022.793606

1,410 views
2 citations

ORIGINAL RESEARCH

Published on 25 Apr 2022

The Clinical Differences of Patients With Traumatic Brain Injury in Plateau and Plain Areas

Yongxiang Yang
Yuping Peng
Siyi He
Jianping Wu
Qingyun Xie
Yuan Ma

doi 10.3389/fneur.2022.848944

1,304 views
4 citations

REVIEW

Published on 09 Mar 2022

Computational Approaches for Acute Traumatic Brain Injury Image Recognition

Emily Lin
Esther L. Yuh

doi 10.3389/fneur.2022.791816

5,209 views
14 citations

ORIGINAL RESEARCH

Published on 02 Feb 2022

Evaluation of Machine Learning Techniques to Predict the Likelihood of Mental Health Conditions Following a First mTBI

Filip Dabek
Peter Hoover
Kendra Jorgensen-Wagers
Tim Wu
Jesus J. Caban

doi 10.3389/fneur.2021.769819

2,188 views
4 citations

ORIGINAL RESEARCH

Published on 02 Dec 2021

Self-Reported Complaints as Prognostic Markers for Outcome After Mild Traumatic Brain Injury in Elderly: A Machine Learning Approach

Mayra Bittencourt
Sebastián A. Balart-Sánchez
Natasha M. Maurits
Joukje van der Naalt

doi 10.3389/fneur.2021.751539

2,399 views
5 citations

ORIGINAL RESEARCH

Published on 03 Nov 2021

FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot

J. Russell Huie
Austin Chou
Abel Torres-Espin
Jessica L. Nielson
Esther L. Yuh
Raquel C. Gardner
Ramon Diaz-Arrastia
Geoff T. Manley
Adam R. Ferguson
The TRACK-TBI Investigators

doi 10.3389/fneur.2021.768735

2,409 views
4 citations

SYSTEMATIC REVIEW

Published on 10 Sep 2021

Systematic Review of Sex and Gender Effects in Traumatic Brain Injury: Equity in Clinical and Functional Outcomes

Tatyana Mollayeva
Shirin Mollayeva
Nicole Pacheco
Angela Colantonio

doi 10.3389/fneur.2021.678971

6,360 views
29 citations

REVIEW

Published on 07 Sep 2021

Integrative Neuroinformatics for Precision Prognostication and Personalized Therapeutics in Moderate and Severe Traumatic Brain Injury

Frederick A. Zeiler
Yasser Iturria-Medina
Eric P. Thelin
Alwyn Gomez
Jai J. Shankar
Ji Hyun Ko
Chase R. Figley
Galen E. B. Wright
Chris M. Anderson

doi 10.3389/fneur.2021.729184

3,372 views
23 citations

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Frontiers in Neurology

Neurotrauma

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Articles

Application of multiple testing procedures for identifying relevant comorbidities, from a large set, in traumatic brain injury for research applications utilizing big health-administrative data

The Clinical Differences of Patients With Traumatic Brain Injury in Plateau and Plain Areas

Computational Approaches for Acute Traumatic Brain Injury Image Recognition

Evaluation of Machine Learning Techniques to Predict the Likelihood of Mental Health Conditions Following a First mTBI

Self-Reported Complaints as Prognostic Markers for Outcome After Mild Traumatic Brain Injury in Elderly: A Machine Learning Approach

FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot

Systematic Review of Sex and Gender Effects in Traumatic Brain Injury: Equity in Clinical and Functional Outcomes

Integrative Neuroinformatics for Precision Prognostication and Personalized Therapeutics in Moderate and Severe Traumatic Brain Injury

Frontiers in Neurology

Neurotrauma