• Home
  • Search
  • A Quantitative EEG Method for Detecting Post Clamp Changes During Carotid Endarterectomy
  • Cite Icon15
  • https://doi.org/10.1007/s10877-011-9308-yCopy DOI Icon

A Quantitative EEG Method for Detecting Post Clamp Changes During Carotid Endarterectomy

Show More
  • Abstract
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

To apply univariate and multivariate analyses of EEG spectral features in order to detect subtle post-clamp changes during carotid endarterectomy, and to devise a data-driven, multivariate classification method for rapid, real-time detection of small post-clamp EEG changes. We used intraoperative EEG records of 27 patients who underwent carotid endarterectomy (CEA) and did not undergo a shunt per surgeon's and technologist's visual inspection of the electro-encephalogram (EEG). Furthermore, these records could not be flagged with r-sBSI (revised spatial brain symmetry index) or r-tBSI (revised temporal brain symmetry index) qEEG (quantitative EEG) metrics. Spectral energies of 10s EEG snippets were recorded at 5min intervals from 10min pre-clamp to 20min post-clamp. Using receiver operating characteristic curves, the power of standard EEG spectral bands in detection of post-clamp changes was determined. Next, we employed Fisher Linear Discriminant Analysis for classifier-guided multivariate feature selection and classification. In univariate analysis, delta waves in non-frontal areas, irrespective of the laterality of the affected hemisphere, were found to be generally more powerful indicators of clamp-induced EEG changes. In multivariate analysis, cross-validation results for Fisher LDA produced subject-independent equal error rates as low as 32% when separating post-clamp signals from pre-clamp controls. Within our subject group, the intricate clamp-induced EEG signatures were predominantly anterior, bilateral, and had a strong delta rhythm presence. The overall post-clamp saliencies, both in univariate and multivariate analyses, were time-dependent. By applying automatic data-driven feature extraction and classification to short EEG records, it is possible to construct subject-independent computational models that can detect subtle post clamp changes possibly caused by small perturbations in cerebral blood flow. These subtle changes are missed by visual inspection of the EEG and by other quantitative EEG techniques such as r-sBSI and r-tBSI. Within our subject group, the intricate post-clamp EEG signatures were predominantly anterior, bilateral, and had a strong delta rhythm presence.

Similar Papers
  • Research Article
  • Citations16

Cerebral hemodynamic changes and electroencephalography during carotid endarterectomy

  • May 01, 1990
  • Journal of Clinical Anesthesia
  • Lars Algotsson +4
  • Research Article
  • Citations4

Biochemical markers of cerebral damage

  • Mar 01, 1997
  • European Journal of Anaesthesiology
  • F Gao +1
  • Discussion

Invited commentary

  • Jul 20, 2018
  • Journal of Vascular Surgery
  • Ali F Aburahma
  • PDF
  • Research Article
  • Citations7

Perioperative cerebral blood flow measured by arterial spin labeling with different postlabeling delay in patients undergoing carotid endarterectomy: a comparison study with CT perfusion.

  • Sep 14, 2023
  • Frontiers in Neuroscience
  • Huimin Xu +7
  • Research Article
  • Citations98

Quantitative EEG changes due to cerebral vasoconstriction. Indomethacin versus hyperventilation-induced reduction in cerebral blood flow in normal subjects

  • Mar 01, 1992
  • Electroencephalography and Clinical Neurophysiology
  • V Kraaier +4
  • Research Article

Value of preoperative EEG for carotid endarterectomy.

  • Oct 01, 1998
  • Cardiovascular surgery (London, England)
  • K A Illig +5
  • Discussion
  • Citations4

Regarding "Carotid endarterectomy with routine electroencephalography and selective shunting: influence of contralateral internal carotid artery occlusion and utility in prevention of perioperative strokes".

  • Jan 01, 2003
  • Journal of vascular surgery
  • Ruth L Bush +1
  • Research Article
  • Citations38

Feasibility and safety of 1-day postoperative hospitalization for carotid endarterectomy.

  • Jul 01, 1996
  • Archives of surgery (Chicago, Ill. : 1960)
  • Jeffrey L Kaufman
  • Research Article
  • Citations9

Efficacy of near-infrared spectroscopy cerebral oximetry on detection of critical cerebral perfusion during carotid endarterectomy under regional anesthesia.

  • Jun 09, 2020
  • Vasa
  • João P Rocha-Neves +8
  • Research Article
  • Citations6

Onset of Neurological Deficit During Carotid Clamping With Carotid Endarterectomy Under Regional Anesthesia Is Not a Predictor of Carotid Restenosis

  • Aug 02, 2019
  • Annals of Vascular Surgery
  • José D Vieira-Andrade +3
  • Research Article
  • Citations11

Cognition and Cerebral Blood Flow After Extracranial Carotid Revascularization for Carotid Atherosclerosis: A Systematic Review

  • Sep 26, 2023
  • Clinical therapeutics
  • C.H Ricky Kwok +5
  • Research Article

Time Dependent Trends in Cardiovascular Adverse Events During Follow-Up Following Carotid or Ilio-Femoral Endarterectomy

  • Dec 01, 2019
  • European Journal of Vascular and Endovascular Surgery
  • Steven Van Haelst +7
  • Research Article
  • Citations7

Improved cognition and preserved hippocampal fractional anisotropy in subjects undergoing carotid endarterectomy “CEA preserves cognition & hippocampal structure”

  • Aug 16, 2024
  • Journal of Stroke and Cerebrovascular Diseases
  • Adam Bernstein +12
  • Research Article
  • Citations1

Reply

  • Jan 01, 2003
  • Journal of Vascular Surgery
  • Joseph R Schneider
  • Research Article
  • Citations3

Brain symmetry index predicts 3-month mortality in patients with acute large hemispheric infarction.

  • Nov 25, 2022
  • Medicine
  • Lidou Liu +5
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.