• DocumentCode
    2495901
  • Title

    Associating ECG features with firefighter´s activities

  • Author

    Pallauf, J. ; Gomes, P. ; Brás, S. ; Cunha, J.P.S. ; Coimbra, M.

  • Author_Institution
    Dept. of Comput. Sci., Univ. do Porto, Porto, Portugal
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    6009
  • Lastpage
    6012
  • Abstract
    In this paper we associate features obtained from ECG signals with the expected levels of stress of real firefighters in action when facing specific events such as fires or car accidents. Five firefighters were monitored using wearable technology collecting ECG signals. Heart rate and heart rate variability features were analyzed in consecutive 5-min intervals during several types of events. A questionnaire was used to rank these types of events according to stress and fatigue and a measure of association was applied to compare this ranking to the ECG features. Results indicate associations between this ranking and both heart rate and heart rate variability features extracted in the time domain. Finally, an example of differences in inter personal responses to stressful events is shown and discussed, motivating future challenges within this research field.
  • Keywords
    electrocardiography; feature extraction; medical signal processing; patient monitoring; ECG features; ECG signals; feature extraction; firefighter activity; heart rate variability feature; questionnaire; stressful events; wearable technology; Biomedical monitoring; Electrocardiography; Fatigue; Fires; Heart rate variability; Stress; Adult; Diagnosis, Computer-Assisted; Electrocardiography; Firefighters; Humans; Male; Middle Aged; Occupational Diseases; Stress, Psychological;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091485
  • Filename
    6091485