Prediction of response to noxious stimulation during sedation-analgesia by refined multiscale entropy analysis of EEG

Jose F. Valencia, Umberto S P Melia, Montserrat Vallverdu, Mathieu Jospin, Erik W. Jensen, Alberto Porta, Pedro Gambus, Pere Caminal

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

Abstract

The level of sedation in patients undergoing medical procedures evolves continuously since the effect of the anesthetic and analgesic agents is counteracted by noxious stimuli. The monitors of depth of anesthesia, based on the analysis of the electroencephalogram (EEG), have been progressively introduced into the daily practice to provide additional information about the state of the patient. However, the quantification of analgesia still remains an open problem. The purpose of this work was to analyze the capability of prediction of nociceptive responses based on refined multiscale entropy (RMSE). Functions based on RMSE and CeRemi permitted to predict different stimulation responses during sedation with better prediction probability than bispectral index.

Original languageEnglish
Title of host publication2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014
PublisherIEEE Computer Society
Pages61-62
Number of pages2
ISBN (Print)9781479939695
DOIs
Publication statusPublished - 2014
Event2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014 - Trento, Italy
Duration: May 25 2014May 28 2014

Other

Other2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014
CountryItaly
CityTrento
Period5/25/145/28/14

ASJC Scopus subject areas

  • Biomedical Engineering

Fingerprint Dive into the research topics of 'Prediction of response to noxious stimulation during sedation-analgesia by refined multiscale entropy analysis of EEG'. Together they form a unique fingerprint.

  • Cite this

    Valencia, J. F., Melia, U. S. P., Vallverdu, M., Jospin, M., Jensen, E. W., Porta, A., Gambus, P., & Caminal, P. (2014). Prediction of response to noxious stimulation during sedation-analgesia by refined multiscale entropy analysis of EEG. In 2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014 (pp. 61-62). [6847519] IEEE Computer Society. https://doi.org/10.1109/ESGCO.2014.6847519