Trauma care decision support under fire

Christopher Nemeth, Brian Pickering, Adam Amos-Binks, Andrew Harrison, Yuliya Pinevich, Ryan Lowe, Gregory Rule, Dawn Laufersweiler, Vitaly Herasevich

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Combat medics care for battlefield casualties at point of injury (PoI), and stabilize and transport them to field care facilities. Casualty care requires complex decisions under austere and frequently dangerous conditions. Future operations are not expected to have immediate evacuation available, requiring more complex care and potential for complications including circulatory shock, which is a life-threatening state that can lead to organ failure and death if not detected and treated. We report on a project to develop decision support for combat medics (Role 1) and Battalion Aid Station/Field Hospital clinicians (Role 2) by combining resources of two proven intensive care unit (ICU) decision support systems. Machine learning algorithms are under development that will be used to detect the probability of shock in a casualty. Algorithms will be compared with actual clinical decisions in a 'silent test.' A parallel effort is developing a software program for use with a vital signs sensor that can be installed on a DoD-approved version of the Samsung smart phone and tablet, then evaluated in the field by medics and clinicians. Faster, more accurate decisions can improve care for trauma patients, in circumstances where delays can increase morbidity and mortality.

Original languageEnglish (US)
Title of host publication2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3705-3709
Number of pages5
ISBN (Electronic)9781728145693
DOIs
StatePublished - Oct 2019
Event2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019 - Bari, Italy
Duration: Oct 6 2019Oct 9 2019

Publication series

NameConference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Volume2019-October
ISSN (Print)1062-922X

Conference

Conference2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019
CountryItaly
CityBari
Period10/6/1910/9/19

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Human-Computer Interaction

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  • Cite this

    Nemeth, C., Pickering, B., Amos-Binks, A., Harrison, A., Pinevich, Y., Lowe, R., Rule, G., Laufersweiler, D., & Herasevich, V. (2019). Trauma care decision support under fire. In 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019 (pp. 3705-3709). [8914242] (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; Vol. 2019-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SMC.2019.8914242