Literature DB >> 26955039

Real-Time Detection and Monitoring of Acute Brain Injury Utilizing Evoked Electroencephalographic Potentials.

Jonathan A N Fisher, Stanley Huang, Meijun Ye, Marjan Nabili, W Bryan Wilent, Victor Krauthamer, Matthew R Myers, Cristin G Welle.   

Abstract

Rapid detection and diagnosis of a traumatic brain injury (TBI) can significantly improve the prognosis for recovery. Helmet-mounted sensors that detect impact severity based on measurements of acceleration or pressure show promise for aiding triage and transport decisions in active, field environments such as professional sports or military combat. The detected signals, however, report on the mechanics of an impact rather than directly indicating the presence and severity of an injury. We explored the use of cortical somatosensory evoked electroencephalographic potentials (SSEPs) to detect and track, in real-time, neural electrophysiological abnormalities within the first hour following head injury in an animal model. To study the immediate electrophysiological effects of injury in vivo, we developed an experimental paradigm involving focused ultrasound that permits continuous, real-time measurements and minimizes mechanical artifact. Injury was associated with a dramatic reduction of amplitude over the damaged hemisphere directly after the injury. The amplitude systematically improved over time but remained significantly decreased at one hour, compared with baseline. In contrast, at one hour there was a concomitant enhancement of the cortical SSEP amplitude evoked from the uninjured hemisphere. Analysis of the inter-trial electroencephalogram (EEG) also revealed significant changes in low-frequency components and an increase in EEG entropy up to 30 minutes after injury, likely reflecting altered EEG reactivity to somatosensory stimuli. Injury-induced alterations in SSEPs were also observed using noninvasive epidermal electrodes, demonstrating viability of practical implementation. These results suggest cortical SSEPs recorded at just a few locations by head-mounted sensors and associated multiparametric analyses could potentially be used to rapidly detect and monitor brain injury in settings that normally present significant levels of mechanical and electrical noise.

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Year:  2016        PMID: 26955039      PMCID: PMC9479576          DOI: 10.1109/TNSRE.2016.2529663

Source DB:  PubMed          Journal:  IEEE Trans Neural Syst Rehabil Eng        ISSN: 1534-4320            Impact factor:   4.528


  63 in total

1.  An EEG severity index of traumatic brain injury.

Authors:  R W Thatcher; D M North; R T Curtin; R A Walker; C J Biver; J F Gomez; A M Salazar
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2.  Evaluation of a flexible force sensor for measurement of helmet foam impact performance.

Authors:  Ryan Ouckama; David J Pearsall
Journal:  J Biomech       Date:  2010-12-30       Impact factor: 2.712

3.  GABA-ergic interneurons involved in transcallosal inhibition of the visual cortices in vivo in mice.

Authors:  Xiao-fei He; Yue Lan; Qun Zhang; Feng-yin Liang; Chuan-ming Luo; Guang-qing Xu; Zhong Pei
Journal:  Physiol Behav       Date:  2015-08-25

4.  Narrative discourse after closed head injury in children and adolescents.

Authors:  S B Chapman; K A Culhane; H S Levin; H Harward; D Mendelsohn; L Ewing-Cobbs; J M Fletcher; D Bruce
Journal:  Brain Lang       Date:  1992-07       Impact factor: 2.381

5.  Construct validity and reliability of the Rivermead Post-Concussion Symptoms Questionnaire.

Authors:  Sophie Eyres; Amy Carey; Gill Gilworth; Vera Neumann; Alan Tennant
Journal:  Clin Rehabil       Date:  2005-12       Impact factor: 3.477

6.  Sleep following sport-related concussions.

Authors:  Nadia Gosselin; Maryse Lassonde; Dominique Petit; Suzanne Leclerc; Valérie Mongrain; Alex Collie; Jacques Montplaisir
Journal:  Sleep Med       Date:  2008-01-28       Impact factor: 3.492

7.  Dynamical entropy production in spiking neuron networks in the balanced state.

Authors:  Michael Monteforte; Fred Wolf
Journal:  Phys Rev Lett       Date:  2010-12-30       Impact factor: 9.161

8.  Redefining the golden hour for severe head injury in an urban setting: the effect of prehospital arrival times on patient outcomes.

Authors:  Michael M Dinh; Kendall Bein; Susan Roncal; Christopher M Byrne; Jeffrey Petchell; Jeffrey Brennan
Journal:  Injury       Date:  2012-02-14       Impact factor: 2.586

9.  Increased vulnerability of the mildly traumatized rat brain to cerebral ischemia: the use of controlled secondary ischemia as a research tool to identify common or different mechanisms contributing to mechanical and ischemic brain injury.

Authors:  L W Jenkins; K Moszynski; B G Lyeth; W Lewelt; D S DeWitt; A Allen; C E Dixon; J T Povlishock; T J Majewski; G L Clifton
Journal:  Brain Res       Date:  1989-01-16       Impact factor: 3.252

10.  Somatosensory evoked potentials in rat cerebral cortex before and after middle cerebral artery occlusion.

Authors:  K Sakatani; H Iizuka; W Young
Journal:  Stroke       Date:  1990-01       Impact factor: 7.914

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  8 in total

1.  Detection of Moderate Traumatic Brain Injury from Resting-State Eye-Closed Electroencephalography.

Authors:  Chi Qin Lai; Haidi Ibrahim; Aini Ismafairus Abd Hamid; Mohd Zaid Abdullah; Azlinda Azman; Jafri Malin Abdullah
Journal:  Comput Intell Neurosci       Date:  2020-03-11

2.  Epidermal Electrode Technology for Detecting Ultrasonic Perturbation of Sensory Brain Activity.

Authors:  Stanley Huang; Jonathan A N Fisher; Meijun Ye; Yun-Soung Kim; Rui Ma; Marjan Nabili; Victor Krauthamer; Matthew R Myers; Todd P Coleman; Cristin G Welle
Journal:  IEEE Trans Biomed Eng       Date:  2017-08-29       Impact factor: 4.756

3.  Alterations in neurovascular coupling following acute traumatic brain injury.

Authors:  Hyounguk Jang; Stanley Huang; Daniel X Hammer; Lin Wang; Harmain Rafi; Meijun Ye; Cristin G Welle; Jonathan A N Fisher
Journal:  Neurophotonics       Date:  2017-12-23       Impact factor: 3.593

Review 4.  Concussion As a Multi-Scale Complex System: An Interdisciplinary Synthesis of Current Knowledge.

Authors:  Erin S Kenzie; Elle L Parks; Erin D Bigler; Miranda M Lim; James C Chesnutt; Wayne Wakeland
Journal:  Front Neurol       Date:  2017-09-28       Impact factor: 4.003

5.  The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming.

Authors:  Erin S Kenzie; Elle L Parks; Erin D Bigler; David W Wright; Miranda M Lim; James C Chesnutt; Gregory W J Hawryluk; Wayne Gordon; Wayne Wakeland
Journal:  Front Neurol       Date:  2018-04-04       Impact factor: 4.003

6.  Longitudinal Functional Assessment of Brain Injury Induced by High-Intensity Ultrasound Pulse Sequences.

Authors:  Meijun Ye; Krystyna Solarana; Harmain Rafi; Shyama Patel; Marjan Nabili; Yunbo Liu; Stanley Huang; Jonathan A N Fisher; Victor Krauthamer; Matthew Myers; Cristin Welle
Journal:  Sci Rep       Date:  2019-10-29       Impact factor: 4.379

7.  Classification of Non-Severe Traumatic Brain Injury from Resting-State EEG Signal Using LSTM Network with ECOC-SVM.

Authors:  Chi Qin Lai; Haidi Ibrahim; Aini Ismafairus Abd Hamid; Jafri Malin Abdullah
Journal:  Sensors (Basel)       Date:  2020-09-14       Impact factor: 3.576

8.  Evaluating Performance of EEG Data-Driven Machine Learning for Traumatic Brain Injury Classification.

Authors:  Nicolas Vivaldi; Michael Caiola; Krystyna Solarana; Meijun Ye
Journal:  IEEE Trans Biomed Eng       Date:  2021-10-19       Impact factor: 4.756

  8 in total

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