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A neuro-fuzzy approach for predicting hemodynamic responses during anesthesia

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dc.contributor.authorNunes, Catarina S
dc.contributor.authorAmorim, Pedro
dc.date.accessioned2023-05-31T13:43:55Z
dc.date.available2023-05-31T13:43:55Z
dc.date.issued2008
dc.description.abstractThe effect of drugs’ interaction on the hemodynamic variables is of great importance when considering patient’s safety and stability. It is also important for control infusion systems during anesthesia. In this article, an adaptivenetwork fuzzy inference system is used to model the effect of two drugs (propofol and remifentanil) on the mean arterial pressure and heart rate. The clinical data of 45 patients is used to train and test the model. The use of subtractive clustering improved the model performance on the testing data set. The fuzzy model is able to capture the synergistic interaction between the two drugs, but other influences were detected.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationC. S. Nunes and P. Amorim, "A neuro-fuzzy approach for predicting hemodynamic responses during anesthesia," 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Vancouver, BC, Canada, 2008, pp. 5814-5817pt_PT
dc.identifier.doi10.1109/IEMBS.2008.4650536pt_PT
dc.identifier.isbn978-1-4244-1814-5
dc.identifier.pmid19164039
dc.identifier.urihttp://hdl.handle.net/10400.2/13933
dc.language.isoporpt_PT
dc.peerreviewedyespt_PT
dc.publisherIEEEpt_PT
dc.titleA neuro-fuzzy approach for predicting hemodynamic responses during anesthesiapt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceVancouver, BC, Canadapt_PT
oaire.citation.endPage5817pt_PT
oaire.citation.startPage5814pt_PT
oaire.citation.title30th Annual International Conference of the IEEE Engineering in Medicine and Biology Societypt_PT
person.familyNameDa Costa Nunes Duarte
person.familyNameAmorim
person.givenNameCatarina Sofia
person.givenNamePedro
person.identifier.ciencia-id691F-CDC2-E26A
person.identifier.orcid0000-0002-8357-0994
person.identifier.orcid0000-0001-7466-4174
person.identifier.scopus-author-id55429654100
rcaap.rightsrestrictedAccesspt_PT
rcaap.typeconferenceObjectpt_PT
relation.isAuthorOfPublicationcc3069ec-f930-455f-9226-b77e5d2dc14b
relation.isAuthorOfPublication1ef321dd-4f09-493c-b801-e9a99b28947d
relation.isAuthorOfPublication.latestForDiscovery1ef321dd-4f09-493c-b801-e9a99b28947d

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