Skip to main content
Top

2018 | OriginalPaper | Chapter

Development of Concussion Evaluation Tools Using Life-Like Virtual Reality Environments

Authors : Yousef Sawires, Elaine Huang, Adam Gomes, Keegan Fernandes, David Wang

Published in: HCI International 2018 – Posters' Extended Abstracts

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Concussions are a common type of traumatic brain injury that can have severe consequences. They are often induced by sports injuries, car accidents, and even falls. The high acceleration in these situations exert rotational forces on the brain that result in biomechanical injury and a malfunctioning metabolism. We propose a method to diagnose and check the progression of a concussion using virtual reality (VR) in conjunction with electromyography (EMG) and centre of mass (CoM) trajectory. The study will primarily focus on concussions sustained by varsity hockey players, with the hopes of expanding to athletes of other sports in the future.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Balshaw, T.G., Fry, A., Maden-Wilkinson, T.M., Kong, P.W., Folland, J.P.: Reliability of quadriceps surface electromyography measurements is improved by two vs. single site recordings. Eur. J. Appl. Physiol. 117(6), 1085–1094 (2017)CrossRef Balshaw, T.G., Fry, A., Maden-Wilkinson, T.M., Kong, P.W., Folland, J.P.: Reliability of quadriceps surface electromyography measurements is improved by two vs. single site recordings. Eur. J. Appl. Physiol. 117(6), 1085–1094 (2017)CrossRef
2.
go back to reference Benson, B.W., Meeuwisse, W.H., Rizos, J., Kang, J., Burke, C.J.: A prospective study of concussions among national hockey league players during regular season games: the NHL-NHLPA concussion program. Can. Med. Assoc. J. 183(8), 905–911 (2011)CrossRef Benson, B.W., Meeuwisse, W.H., Rizos, J., Kang, J., Burke, C.J.: A prospective study of concussions among national hockey league players during regular season games: the NHL-NHLPA concussion program. Can. Med. Assoc. J. 183(8), 905–911 (2011)CrossRef
3.
go back to reference Bernstein, D.M.: Information processing difficulty long after self-reported concussion. J. Int. Neuropsychol. Soc. 8(5), 673–682 (2002)CrossRef Bernstein, D.M.: Information processing difficulty long after self-reported concussion. J. Int. Neuropsychol. Soc. 8(5), 673–682 (2002)CrossRef
4.
go back to reference Cernich, A., Reeves, D., Sun, W., Bleiberg, J.: Automated neuropsychological assessment metrics sports medicine battery. Arch. Clin. Neuropsychol. 22, 101–114 (2007)CrossRef Cernich, A., Reeves, D., Sun, W., Bleiberg, J.: Automated neuropsychological assessment metrics sports medicine battery. Arch. Clin. Neuropsychol. 22, 101–114 (2007)CrossRef
5.
go back to reference Coldren, R.L., Kelly, M.P., Parish, R.V., Dretsch, M., Russell, M.L.: Evaluation of the military acute concussion evaluation for use in combat operations more than 12 hours after injury. Mil. Med. 175(7), 477–481 (2010)CrossRef Coldren, R.L., Kelly, M.P., Parish, R.V., Dretsch, M., Russell, M.L.: Evaluation of the military acute concussion evaluation for use in combat operations more than 12 hours after injury. Mil. Med. 175(7), 477–481 (2010)CrossRef
6.
go back to reference Covassin, T., Elbin, R.J.: The cognitive effects and decrements following concussion. Open Access J. Sports Med. 1, 55 (2010)CrossRef Covassin, T., Elbin, R.J.: The cognitive effects and decrements following concussion. Open Access J. Sports Med. 1, 55 (2010)CrossRef
7.
go back to reference De Luca, C.J., Gilmore, L.D., Kuznetsov, M., Roy, S.H.: Filtering the surface EMG signal: movement artifact and baseline noise contamination. J. Biomech. 43(8), 1573–1579 (2010)CrossRef De Luca, C.J., Gilmore, L.D., Kuznetsov, M., Roy, S.H.: Filtering the surface EMG signal: movement artifact and baseline noise contamination. J. Biomech. 43(8), 1573–1579 (2010)CrossRef
8.
go back to reference Ding, C., He, X.: K-means clustering via principal component analysis. In: Proceedings of the twenty-first international conference on Machine learning, p. 29. ACM (2004) Ding, C., He, X.: K-means clustering via principal component analysis. In: Proceedings of the twenty-first international conference on Machine learning, p. 29. ACM (2004)
9.
go back to reference Farina, D., Merletti, R., Indino, B., Graven-Nielsen, T., et al.: Surface EMG crosstalk evaluated from experimental recordings and simulated signals reflections on crosstalk interpretation, quantification and reduction. Methods Arch. 43(1), 30–35 (2004) Farina, D., Merletti, R., Indino, B., Graven-Nielsen, T., et al.: Surface EMG crosstalk evaluated from experimental recordings and simulated signals reflections on crosstalk interpretation, quantification and reduction. Methods Arch. 43(1), 30–35 (2004)
10.
go back to reference Graham, R., Rivara, F.P., Ford, M.A., Spicer, C.M.: Sports-Related Concussions in Youth. Clinical Evaluation Tools. National Academies Press, Washington, D.C. (2014). Committee on Sports-Related Concussions in Youth, Board on Children, Youth, and Families, Institute of Medicine, National Research Council Graham, R., Rivara, F.P., Ford, M.A., Spicer, C.M.: Sports-Related Concussions in Youth. Clinical Evaluation Tools. National Academies Press, Washington, D.C. (2014). Committee on Sports-Related Concussions in Youth, Board on Children, Youth, and Families, Institute of Medicine, National Research Council
11.
go back to reference Kelly, J.P., Nichols, J., Filley, C., Lillehei, K., Rubinstein, D., Kleinschmidt-DeMasters, B.: Concussion in sports. Jama 266(20), 2867–2869 (1991)CrossRef Kelly, J.P., Nichols, J., Filley, C., Lillehei, K., Rubinstein, D., Kleinschmidt-DeMasters, B.: Concussion in sports. Jama 266(20), 2867–2869 (1991)CrossRef
12.
go back to reference McCrory, P., Meeuwisse, W.H., Echemendia, R.J., Iverson, G.L., Dvořák, J., Kutcher, J.S.: What is the lowest threshold to make a diagnosis of concussion? Br. J. Sports Med. 47(5), 268–271 (2013)CrossRef McCrory, P., Meeuwisse, W.H., Echemendia, R.J., Iverson, G.L., Dvořák, J., Kutcher, J.S.: What is the lowest threshold to make a diagnosis of concussion? Br. J. Sports Med. 47(5), 268–271 (2013)CrossRef
13.
go back to reference NeguÈŻ, A., Matu, S.A., Sava, F.A., David, D.: Virtual reality measures in neuropsychological assessment: a meta-analytic review. Clin. Neuropsychol. 30(2), 165–184 (2016)CrossRef NeguÈŻ, A., Matu, S.A., Sava, F.A., David, D.: Virtual reality measures in neuropsychological assessment: a meta-analytic review. Clin. Neuropsychol. 30(2), 165–184 (2016)CrossRef
14.
go back to reference Parker, T.M., Osternig, L.R., Van Donkelaar, P., Chou, L.S.: Gait stability following concussion. Med. Sci. Sports Exerc. 38(6), 1032–1040 (2006)CrossRef Parker, T.M., Osternig, L.R., Van Donkelaar, P., Chou, L.S.: Gait stability following concussion. Med. Sci. Sports Exerc. 38(6), 1032–1040 (2006)CrossRef
Metadata
Title
Development of Concussion Evaluation Tools Using Life-Like Virtual Reality Environments
Authors
Yousef Sawires
Elaine Huang
Adam Gomes
Keegan Fernandes
David Wang
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-92279-9_44