Title :
Assessment of surgeon´s stress level and alertness using EEG during laparoscopic simple nephrectomy
Author :
Duru, Dilek Goksel ; Deniz Duru, Adil ; Barkana, Duygun Erol ; Sanli, Oner ; Ozkan, Mehmed
Author_Institution :
Biomed. Eng. Dept., Istanbul Arel Univ., Istanbul, Turkey
Abstract :
Laparoscopic simple nephrectomy (LSN) is an accepted treatment modality for nonfunctioning kidneys. Besides decreased postoperative morbidity, LSN is an advantage with decreased analgesic requirements and convalescence. LSN is a highly stressful operation, and the procedure requires high concentration level and experience. Emotions recognized from Electroencephalogram (EEG) may lead to detect the real emotions of the human. In this study, we proposed a subject-dependent stress level detection from EEG using the (Fpz beta/alpha) ratio to recognize high and low dominance levels of feelings based on the 2D Valence-Arousal model. The stress level of the surgeon is monitored via EEG during the operation. The most stressful phase of LSN and its change over time are determined using wireless EEG headset with real-time measurements. The aim here is to monitor and utilize objective information on the mental effort and stress demanded.
Keywords :
electroencephalography; emotion recognition; kidney; medical signal detection; psychology; real-time systems; surgery; 2D Valence-Arousal model; Fpz beta/alpha ratio; LSN; alertness level; analgesic requirement; convalescence; electroencephalogram; emotion recognition; feeling dominance level; high concentration level; human real emotion detection; laparoscopic simple nephrectomy; mental effort; nonfunctioning kidneys; objective information; postoperative morbidity; real-time measurement; stressful operation; stressful phase; subject-dependent stress level detection; surgeon stress level; treatment modality; wireless EEG headset; Brain modeling; Educational institutions; Electroencephalography; Headphones; Kidney; Stress; Surgery;
Conference_Titel :
Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/NER.2013.6695969