Prediction of Nociceptive Responses during Sedation by Linear and Non-Linear Measures of EEG Signals in High Frequencies

Umberto Melia; Montserrat Vallverdú; Xavier Borrat; Jose Fernando Valencia; Mathieu Jospin; Erik Weber Jensen; Pedro Gambus; Pere Caminal

doi:10.1371/journal.pone.0123464

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Open Access

Peer-reviewed

Research Article

Prediction of Nociceptive Responses during Sedation by Linear and Non-Linear Measures of EEG Signals in High Frequencies

Umberto Melia ,

* E-mail: umberto.melia@upc.edu

Affiliations Dept. ESAII, Universitat Politècnica de Catalunya, Pau Gargallo 5, 08028, Barcelona, Spain, Centre for Biomedical Engineering Research, Pau Gargallo 5, 08028, Barcelona, Spain, CIBER-BBN, Pau Gargallo 5, 08028, Barcelona, Spain
⨯
Montserrat Vallverdú,

Affiliations Dept. ESAII, Universitat Politècnica de Catalunya, Pau Gargallo 5, 08028, Barcelona, Spain, Centre for Biomedical Engineering Research, Pau Gargallo 5, 08028, Barcelona, Spain, CIBER-BBN, Pau Gargallo 5, 08028, Barcelona, Spain
⨯
Xavier Borrat,

Affiliations Systems Pharmacology Effect Control & Modeling (SPEC-M) Research Group, Anesthesiology Department, Hospital CLINIC de Barcelona, Barcelona, Spain, Neuroimmunology Research Program Institut de Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
⨯
Jose Fernando Valencia,

Affiliation University of San Buenaventura, Dept. Electronic Engineering, Cali, Colombia
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Mathieu Jospin,

Affiliation R&D Dept. Quantium Medical SL, Mataró, Spain
⨯
Erik Weber Jensen,

Affiliation Centre for Biomedical Engineering Research, Pau Gargallo 5, 08028, Barcelona, Spain
⨯
Pedro Gambus,

Affiliations Systems Pharmacology Effect Control & Modeling (SPEC-M) Research Group, Anesthesiology Department, Hospital CLINIC de Barcelona, Barcelona, Spain, Neuroimmunology Research Program Institut de Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain, Department of Anesthesia and Perioperative Medicine, University of California San Francisco, San Francisco, California, United States of America
⨯
Pere Caminal

Affiliations Dept. ESAII, Universitat Politècnica de Catalunya, Pau Gargallo 5, 08028, Barcelona, Spain, Centre for Biomedical Engineering Research, Pau Gargallo 5, 08028, Barcelona, Spain, CIBER-BBN, Pau Gargallo 5, 08028, Barcelona, Spain
⨯

Prediction of Nociceptive Responses during Sedation by Linear and Non-Linear Measures of EEG Signals in High Frequencies

Umberto Melia,
Montserrat Vallverdú,
Xavier Borrat,
Jose Fernando Valencia,
Mathieu Jospin,
Erik Weber Jensen,
Pedro Gambus,
Pere Caminal

Published: April 22, 2015
https://doi.org/10.1371/journal.pone.0123464

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Electroencephalography
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