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Non-invasive time-spatial temperature simulation using neural networks

2006Conference object Restricted
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dc.contributor.authorTeixeira, C. A.
dc.contributor.authorRuano, M. Graça
dc.contributor.authorRuano, Antonio
dc.contributor.authorPereira, W. C. A.
dc.date.accessioned2013-02-07T13:21:29Z
dc.date.available2013-02-07T13:21:29Z
dc.date.issued2006
dc.date.updated2013-01-26T18:39:21Z
dc.description.abstractIn this paper the performance of radial basis functions neural networks is accessed for non-invasive time-spatial temperature simulation in a gel-based phantom. The medium was heated at different intensities with a physiotherapeutic ultrasound device. In order to find an appropriate neural network structure the multi-objective genetic algorithm was applied. After the structure selection phase a set of preferable individuals was obtained, and the best one presents a maximum absolute error less than 0.5 oC, as desired in hyperthermia. In addition this model has low computational complexity, a fundamental point for a real-time application.por
dc.identifier.citationTeixeira, C. A.; Ruano, M. G.; Ruano, A. E. Non-Invasive Time-Spatial Temperature Simulation using Neural Networks, Trabalho apresentado em 7th Portuguese Conference on Automatic Control (Controlo 2006), In Proceedings of the 7th Portuguese Conference on Automatic Control (Controlo 2006), Aveiro, 2006.por
dc.identifier.otherAUT: MRU00118; ARU00698;
dc.identifier.urihttp://hdl.handle.net/10400.1/2248
dc.language.isoengpor
dc.peerreviewedyespor
dc.subjectTemperature profilespor
dc.subjectTemperature controlpor
dc.subjectNeural networks-modelspor
dc.subjectRadial base function networkspor
dc.subjectMultiobjective optimisationpor
dc.titleNon-invasive time-spatial temperature simulation using neural networkspor
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceAveiropor
oaire.citation.endPage6por
oaire.citation.startPage1por
oaire.citation.title7th Portuguese Conference on Automatic Control (Controlo 2006)por
person.familyNameTeixeira
person.familyNameRuano
person.familyNameRuano
person.familyNamePereira
person.givenNameCésar
person.givenNameMaria
person.givenNameAntonio
person.givenNameWagner
person.identifier.ciencia-id9811-A0DD-D5A5
person.identifier.orcid0000-0001-9396-1211
person.identifier.orcid0000-0002-0014-9257
person.identifier.orcid0000-0002-6308-8666
person.identifier.orcid0000-0001-5880-3242
person.identifier.ridA-3477-2012
person.identifier.ridA-8321-2011
person.identifier.ridB-4135-2008
person.identifier.scopus-author-id55826531700
person.identifier.scopus-author-id7004483805
person.identifier.scopus-author-id7004284159
person.identifier.scopus-author-id35581987400
rcaap.rightsrestrictedAccesspor
rcaap.typeconferenceObjectpor
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relation.isAuthorOfPublication61fc8492-d73f-46ca-a3a3-4cd762a784e6
relation.isAuthorOfPublication13813664-b68b-40aa-97a9-91481a31ebf2
relation.isAuthorOfPublication5f0824cf-c471-4f03-8134-8003affbabe3
relation.isAuthorOfPublication.latestForDiscovery5f0824cf-c471-4f03-8134-8003affbabe3

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