Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/52534
DC FieldValueLanguage
dc.contributor.authorOrtega, S.en_US
dc.contributor.authorCallico, G. M.en_US
dc.contributor.authorPlaza, M.L.en_US
dc.contributor.authorCamacho, Ren_US
dc.contributor.authorFabelo, H.en_US
dc.contributor.authorSarmiento, R.en_US
dc.date.accessioned2018-11-29T09:29:26Z-
dc.date.available2018-11-29T09:29:26Z-
dc.date.issued2016en_US
dc.identifier.isbn9781479923502
dc.identifier.issn1945-7928
dc.identifier.urihttp://hdl.handle.net/10553/52534-
dc.description.abstractHyperspectral imaging is an emerging technology for medical diagnosis. Some previous studies have used this type of images to detect cancer diseases. In this research work, a multidisciplinary team conformed by pathologists and engineers has created a diagnosed hyperspectral database of in-vitro human brain tissues. In order to capture the hyperspectral information from histological slides, an acquisition system based on a microscope coupled with a hyperspectral camera has been developed. Preliminary results of applying two different supervised classification algorithms (Support Vector Machines and Artificial Neural Networks) to the hyperspectral database show that an automatic discrimination between healthy and tumour brain tissues from in-vitro samples is possible using exclusively their spectral information. The sensitivity and the specificity are over 92% in all the cases.en_US
dc.languageengen_US
dc.relation.ispartofProceedings - International Symposium on Biomedical Imaging
dc.sourceProceedings - International Symposium on Biomedical Imaging[ISSN 1945-7928],v. 2016-June (7493285), p. 369-372en_US
dc.subject3314 Tecnología médicaen_US
dc.subject.otherArtificial neural networken_US
dc.subject.otherBrain cancer detectionen_US
dc.subject.otherData miningen_US
dc.subject.otherHyperspectral imagingen_US
dc.subject.otherSupport vector machineen_US
dc.titleHyperspectral database of pathological in-vitro human brain samples to detect carcinogenic tissuesen_US
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dc.typeConferenceObjectes
dc.relation.conference13th IEEE International Symposium on Biomedical Imaging (ISBI)
dc.relation.conference2016 IEEE 13th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016
dc.identifier.doi10.1109/ISBI.2016.7493285
dc.identifier.scopus84978412150
dc.identifier.isi000386377400089
dc.contributor.authorscopusid57189334144
dc.contributor.authorscopusid56006321500
dc.contributor.authorscopusid36128832900
dc.contributor.authorscopusid7005843759
dc.contributor.authorscopusid57213808968
dc.contributor.authorscopusid56405568500
dc.contributor.authorscopusid35609452100
dc.description.lastpage372-
dc.description.firstpage369-
dc.relation.volume2016-June
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.contributor.daisngid1812298
dc.contributor.daisngid506422
dc.contributor.daisngid5365745
dc.contributor.daisngid5219370
dc.contributor.daisngid2096372
dc.contributor.daisngid116294
dc.contributor.wosstandardWOS:Ortega, S
dc.contributor.wosstandardWOS:Callico, GM
dc.contributor.wosstandardWOS:Plaza, ML
dc.contributor.wosstandardWOS:Camacho, R
dc.contributor.wosstandardWOS:Fabelo, H
dc.contributor.wosstandardWOS:Sarmiento, R
dc.date.coverdateJunio 2016
dc.identifier.conferenceidevents120997
dc.identifier.ulpgces
item.fulltextSin texto completo-
item.grantfulltextnone-
crisitem.event.eventsstartdate13-04-2016-
crisitem.event.eventsstartdate13-04-2016-
crisitem.event.eventsenddate16-04-2016-
crisitem.event.eventsenddate16-04-2016-
crisitem.author.deptIUMA Sistemas de Información y Comunicaciones-
crisitem.author.deptIU de Microelectrónica Aplicada-
crisitem.author.deptDepartamento de Ingeniería Electrónica y Automática-
crisitem.author.deptDepartamento de Morfología-
crisitem.author.deptIUMA Sistemas de Información y Comunicaciones-
crisitem.author.deptIU de Microelectrónica Aplicada-
crisitem.author.deptDepartamento de Ingeniería Electrónica y Automática-
crisitem.author.orcid0000-0002-7519-954X-
crisitem.author.orcid0000-0002-3784-5504-
crisitem.author.orcid0000-0002-9794-490X-
crisitem.author.orcid0000-0002-4843-0507-
crisitem.author.parentorgIU de Microelectrónica Aplicada-
crisitem.author.parentorgIU de Microelectrónica Aplicada-
crisitem.author.fullNameOrtega Sarmiento, Samuel-
crisitem.author.fullNameMarrero Callicó, Gustavo Iván-
crisitem.author.fullNamePlaza Pérez, María De La Luz-
crisitem.author.fullNameFabelo Gómez, Himar Antonio-
crisitem.author.fullNameSarmiento Rodríguez, Roberto-
Appears in Collections:Actas de congresos
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