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On the use of artificial neural networks for biomedical applications

dc.contributor.authorRuano, M. Graça
dc.contributor.authorRuano, Antonio
dc.date.accessioned2013-01-29T14:30:58Z
dc.date.available2013-01-29T14:30:58Z
dc.date.issued2013
dc.date.updated2013-01-26T16:02:11Z
dc.description.abstractArtificial Neural Networks (ANN) are being extensively used in many application areas due to their ability to learn and generalize from data, similarly to a human reaction. This paper reports the use of ANN as a classifier, dynamic model, and diagnosis tool. The examples presented include blood flow emboli classification based on transcranial ultrasound signals, tissue temperature modeling based on imaging transducer’s raw data and identification of ischemic cerebral vascular accident areas based on computer tomography images. In all case studies the performance of ANN proves to produce very accurate results, encouraging the more frequent use of these computational intelligent techniques on medical applications.por
dc.identifier.citationRuano, Maria Graça; Ruano, António E. On the Use of Artificial Neural Networks for Biomedical Applications, In Soft Computing Applications, 433-451, ISBN: 978-3-642-33940-0. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013.por
dc.identifier.isbn978-3-642-33940-0
dc.identifier.otherAUT: MRU00118; ARU00698;
dc.identifier.urihttp://hdl.handle.net/10400.1/2133
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherSpringer Berlin Heidelbergpor
dc.subjectBiomedical applicationspor
dc.subjectArtificial neural networkspor
dc.titleOn the use of artificial neural networks for biomedical applicationspor
dc.typebook part
dspace.entity.typePublication
oaire.citation.conferencePlaceBerlin Heidelbergpor
oaire.citation.endPage451por
oaire.citation.startPage433por
oaire.citation.titleSoft Computing Applicationspor
person.familyNameRuano
person.familyNameRuano
person.givenNameMaria
person.givenNameAntonio
person.identifier.ciencia-id9811-A0DD-D5A5
person.identifier.orcid0000-0002-0014-9257
person.identifier.orcid0000-0002-6308-8666
person.identifier.ridA-8321-2011
person.identifier.ridB-4135-2008
person.identifier.scopus-author-id7004483805
person.identifier.scopus-author-id7004284159
rcaap.rightsrestrictedAccesspor
rcaap.typebookPartpor
relation.isAuthorOfPublication61fc8492-d73f-46ca-a3a3-4cd762a784e6
relation.isAuthorOfPublication13813664-b68b-40aa-97a9-91481a31ebf2
relation.isAuthorOfPublication.latestForDiscovery13813664-b68b-40aa-97a9-91481a31ebf2

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