TY - GEN
T1 - Assessment of situation awareness during robotic surgery using multimodal data
AU - Lechappe, Aurelien
AU - Chollet, Mathieu
AU - Rigaud, Jérôme
AU - Cao, Caroline G.L.
N1 - Publisher Copyright:
© 2020 ACM.
PY - 2020/10/25
Y1 - 2020/10/25
N2 - The use of robotic surgical systems disrupts existing team dynamics inside operating rooms and constitutes a major challenge for the development of crucial non-technical skills such as situation awareness (SA). Techniques for assessing SA mostly rely on subjective assessments and questionnaires; few leverage multimodal measures combining physiological, behavioural, and subjective indicators. We propose a conceptual model relating SA with mental workload, stress and communication, supported by measurable behaviours and physiological signals. To validate this model, we collect subjective, behavioural, and physiological data from surgical teams performing radical prostatectomy using robotic surgical systems. Statistical analyses will be performed to establish relationships between SA, subjective assessment of stress and mental workload, communication processes, and the surgeons' physiological signals.
AB - The use of robotic surgical systems disrupts existing team dynamics inside operating rooms and constitutes a major challenge for the development of crucial non-technical skills such as situation awareness (SA). Techniques for assessing SA mostly rely on subjective assessments and questionnaires; few leverage multimodal measures combining physiological, behavioural, and subjective indicators. We propose a conceptual model relating SA with mental workload, stress and communication, supported by measurable behaviours and physiological signals. To validate this model, we collect subjective, behavioural, and physiological data from surgical teams performing radical prostatectomy using robotic surgical systems. Statistical analyses will be performed to establish relationships between SA, subjective assessment of stress and mental workload, communication processes, and the surgeons' physiological signals.
KW - Communication
KW - Mental workload
KW - Physiological signals
KW - Stress
UR - http://www.scopus.com/inward/record.url?scp=85096673322&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85096673322&partnerID=8YFLogxK
U2 - 10.1145/3395035.3425205
DO - 10.1145/3395035.3425205
M3 - Conference contribution
AN - SCOPUS:85096673322
T3 - ICMI 2020 Companion - Companion Publication of the 2020 International Conference on Multimodal Interaction
SP - 412
EP - 416
BT - ICMI 2020 Companion - Companion Publication of the 2020 International Conference on Multimodal Interaction
PB - Association for Computing Machinery
T2 - 2020 International Conference on Multimodal Interaction, ICMI 2020
Y2 - 25 October 2020 through 29 October 2020
ER -