DocumentCode :
652765
Title :
Physiological Correlates of Stress in Individuals about to Undergo Eye Laser Surgery
Author :
Hogervorst, Maarten A. ; Brouwer, Anne-Marie ; Vos, Wouter K.
Author_Institution :
TNO, Soesterberg, Netherlands
fYear :
2013
fDate :
2-5 Sept. 2013
Firstpage :
473
Lastpage :
478
Abstract :
We examined to what extent we can distinguish between ´real-life´ stressed and relaxed participants on the basis of heart rate (HR), heart rate variability (HRV) and skin conductance level (SCL) as measured during rest. Physiological and subjective measures were compared between individuals that were to undergo eye laser surgery and a control group. We found significantly higher HR and lower HRV in surgery clients, but no effect on SCL. Moreover, physiological indicators (HR) were found to correlate with subjective ones. Despite the inter-subject variations we were able to discriminate (using an SVM classifier) between surgery clients and controls with an accuracy of 70%. An alternative method of measuring HR using a Vital Signs camera showed good correspondence (error of 0.50 bpm in mean HR) with HR determined from ECG, opening up a range of practical applications that require contact less measurement methods.
Keywords :
behavioural sciences computing; laser applications in medicine; physiology; support vector machines; surgery; ECG; HRV; SCL; SVM classifier; eye laser surgery; heart rate variability; physiological indicators; physiological measures; skin conductance level; subjective measures; surgery clients; vital sign camera; Cameras; Electrocardiography; Heart rate variability; Physiology; Stress; Surgery; classification; heart rate; heart rate variability; patients; physiology; skin conductance; stress; surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Affective Computing and Intelligent Interaction (ACII), 2013 Humaine Association Conference on
Conference_Location :
Geneva
ISSN :
2156-8103
Type :
conf
DOI :
10.1109/ACII.2013.84
Filename :
6681475
Link To Document :
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