Assessment of surgeon's stress level and alertness using EEG during laparoscopic simple nephrectomy

Dilek Goksel Duru, Adil Deniz Duru, Duygun Erol Barkana, Oner Sanli, Mehmed Ozkan

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

9 Citations (Scopus)

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.

Original languageEnglish (US)
Title of host publication2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013
Pages452-455
Number of pages4
DOIs
StatePublished - Dec 1 2013
Event2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013 - San Diego, CA, United States
Duration: Nov 6 2013Nov 8 2013

Other

Other2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013
CountryUnited States
CitySan Diego, CA
Period11/6/1311/8/13

Fingerprint

Electroencephalography
Time measurement

ASJC Scopus subject areas

  • Artificial Intelligence
  • Mechanical Engineering

Cite this

Duru, D. G., Duru, A. D., Barkana, D. E., Sanli, O., & Ozkan, M. (2013). Assessment of surgeon's stress level and alertness using EEG during laparoscopic simple nephrectomy. In 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013 (pp. 452-455). [6695969] https://doi.org/10.1109/NER.2013.6695969

Assessment of surgeon's stress level and alertness using EEG during laparoscopic simple nephrectomy. / Duru, Dilek Goksel; Duru, Adil Deniz; Barkana, Duygun Erol; Sanli, Oner; Ozkan, Mehmed.

2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013. 2013. p. 452-455 6695969.

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

Duru, DG, Duru, AD, Barkana, DE, Sanli, O & Ozkan, M 2013, Assessment of surgeon's stress level and alertness using EEG during laparoscopic simple nephrectomy. in 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013., 6695969, pp. 452-455, 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013, San Diego, CA, United States, 11/6/13. https://doi.org/10.1109/NER.2013.6695969
Duru DG, Duru AD, Barkana DE, Sanli O, Ozkan M. Assessment of surgeon's stress level and alertness using EEG during laparoscopic simple nephrectomy. In 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013. 2013. p. 452-455. 6695969 https://doi.org/10.1109/NER.2013.6695969
Duru, Dilek Goksel ; Duru, Adil Deniz ; Barkana, Duygun Erol ; Sanli, Oner ; Ozkan, Mehmed. / Assessment of surgeon's stress level and alertness using EEG during laparoscopic simple nephrectomy. 2013 6th International IEEE EMBS Conference on Neural Engineering, NER 2013. 2013. pp. 452-455
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