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Assessment of the depth of anesthesia based on symbolic dynamics of the EEG
| dc.contributor.author | Tupaika, Nadine |
| dc.contributor.author | Vallverdú Ferrer, Montserrat |
| dc.contributor.author | Jospin, Mathieu |
| dc.contributor.author | Jensen, Erik Weber |
| dc.contributor.author | Struys, Michel M. R. F. |
| dc.contributor.author | Vereecke, Hugo E. M. |
| dc.contributor.author | Voss, Andreas |
| dc.contributor.author | Caminal Magrans, Pere |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial |
| dc.date.accessioned | 2010-09-30T11:06:19Z |
| dc.date.available | 2010-09-30T11:06:19Z |
| dc.date.created | 2010 |
| dc.date.issued | 2010 |
| dc.identifier.citation | Tupaika, N. [et al.]. Assessment of the depth of anesthesia based on symbolic dynamics of the EEG. A: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. "32th Annual International Conference of the IEEE Engineering in Medicine and Biology Society". Buenos Aires: 2010, p. 5971-5974. |
| dc.identifier.isbn | 978-1-4244-4124-2 |
| dc.identifier.uri | http://hdl.handle.net/2117/9202 |
| dc.description.abstract | Methodologies based on symbolic dynamics have successfully demonstrated to reflect the nonlinear behavior of biological signals. In the present study, symbolic dynamics was applied to the electroencephalogram (EEG) in order to describe the level of depth of anesthesia. The EEG was transformed to symbol sequences. Words of three symbols were built from this symbolic series. The results obtained from the EEGs of 36 patients undergoing anesthesia showed that the probabilities of the word types were able to reflect the depth of anesthesia in a similar way to the auditory evoked potential index AAI, a commercial index. |
| dc.format.extent | 4 p. |
| dc.language.iso | eng |
| dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
| dc.subject | Àrees temàtiques de la UPC::Informàtica |
| dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística |
| dc.subject.lcsh | Dynamical systems |
| dc.subject.lcsh | Ergodic theory |
| dc.title | Assessment of the depth of anesthesia based on symbolic dynamics of the EEG |
| dc.type | Conference lecture |
| dc.subject.lemac | Sistemes dinàmics diferenciables |
| dc.subject.lemac | Teoria ergòdica |
| dc.contributor.group | Universitat Politècnica de Catalunya. SISBIO - Senyals i Sistemes Biomèdics |
| dc.subject.ams | Classificació AMS::37 Dynamical systems and ergodic theory |
| dc.rights.access | Open Access |
| local.identifier.drac | 2960547 |
| dc.description.version | Postprint (published version) |
| local.citation.author | Tupaika, N.; Vallverdú, M.; Jospin, M.; Jensen, E.; Struys, M.; Vereecke, H.; Voss, A.; Caminal, P. |
| local.citation.contributor | Annual International Conference of the IEEE Engineering in Medicine and Biology Society |
| local.citation.pubplace | Buenos Aires |
| local.citation.publicationName | 32th Annual International Conference of the IEEE Engineering in Medicine and Biology Society |
| local.citation.startingPage | 5971 |
| local.citation.endingPage | 5974 |
