Identificador persistente para citar o vincular este elemento: http://hdl.handle.net/10553/72530
Campo DC Valoridioma
dc.contributor.authorGarcía Báez, Patricioen_US
dc.contributor.authorPérez Del Pino, Miguel Angelen_US
dc.contributor.authorFernández Viadero,Carlosen_US
dc.contributor.authorSuárez Araujo, Carmen Pazen_US
dc.date.accessioned2020-05-18T12:25:46Z-
dc.date.available2020-05-18T12:25:46Z-
dc.date.issued2009en_US
dc.identifier.isbn978-3-642-02477-1en_US
dc.identifier.issn0302-9743en_US
dc.identifier.otherWoS-
dc.identifier.urihttp://hdl.handle.net/10553/72530-
dc.description.abstractDifferential and early diagnosis of cognitive impairment (CI) continues being one of the crucial points to which clinical medicine faces at every level of attention, and a significant public health concern. This work proposes new CI diagnostic tools based on a data fusion scheme, artificial neural networks and ensemble systems. Concretely we have designed a supervised HUMANN [1] with capacity of missing data processing (HUMANN-S) and a HUMANN-S ensemble system. These intelligent diagnostic systems are inside EDEVITALZH, a clinical virtual environment to assist the diagnosis and prognosis of Cl, Alzheimer's disease and other dementias. Our proposal is a personalized, predictive, preventive, and participatory-healthcare delivery system (4P-HCDS) and is ail optimal solution for an e-health framework. We explore their ability presenting preliminary results oil differential diagnosis of CI using neuropsychological tests from 267 consultations on 30 patients by the Alzheimer's Patient Association of Gran Canaria.en_US
dc.languageengen_US
dc.relation.ispartofLecture Notes in Computer Scienceen_US
dc.sourceCabestany J., Sandoval F., Prieto A., Corchado J.M. (eds) Bio-Inspired Systems: Computational and Ambient Intelligence. IWANN 2009. Lecture Notes in Computer Science, vol 5517, p. 981-988 . Springer, Berlin, Heidelbergen_US
dc.subject120304 Inteligencia artificialen_US
dc.subject3201 Ciencias clínicasen_US
dc.subject.otherAlzheimers-diseaseen_US
dc.subject.otherEnsembleen_US
dc.subject.otherDeclineen_US
dc.subject.otherCognitive impairmenten_US
dc.subject.otherDementiaen_US
dc.subject.otherDiagnosisen_US
dc.subject.otherAlzheimer's diseaseen_US
dc.subject.otherMissing dataen_US
dc.subject.otherK-fold cross-validationen_US
dc.subject.otherNeural network ensembleen_US
dc.subject.otherHUMANNen_US
dc.titleArtificial intelligent systems based on supervised HUMANN for differential diagnosis of cognitive impairment: towards a 4P-HCDSen_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.typeConferenceObjecten_US
dc.relation.conference10th International Work-Conference on Artificial Neural Networks (IWANN 2009)en_US
dc.identifier.doi10.1007/978-3-642-02478-8_123en_US
dc.identifier.scopus68749093193-
dc.identifier.isi000270081200123-
dc.contributor.authorscopusid23476362100-
dc.contributor.authorscopusid32667450900-
dc.contributor.authorscopusid57188767199-
dc.contributor.authorscopusid23476354000-
dc.identifier.eissn1611-3349-
dc.description.lastpage988en_US
dc.description.firstpage981en_US
dc.relation.volume5517en_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.contributor.daisngid2362390-
dc.contributor.daisngid30053765-
dc.contributor.daisngid4763008-
dc.contributor.daisngid1776211-
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Baez, PG-
dc.contributor.wosstandardWOS:del Pino, MAP-
dc.contributor.wosstandardWOS:Viadero, CF-
dc.contributor.wosstandardWOS:Araujo, CPS-
dc.date.coverdateAgosto 2009en_US
dc.identifier.conferenceidevents120689-
dc.identifier.ulpgces
item.fulltextSin texto completo-
item.grantfulltextnone-
crisitem.event.eventsstartdate10-06-2009-
crisitem.event.eventsenddate12-06-2009-
crisitem.author.deptGIR IUCES: Computación inteligente, percepción y big data-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptGIR IUCES: Computación inteligente, percepción y big data-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptGIR IUCES: Computación inteligente, percepción y big data-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.orcid0009-0002-8343-1086-
crisitem.author.orcid0000-0002-8826-0899-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.fullNameGarcía Baez,Patricio-
crisitem.author.fullNamePérez Del Pino,Miguel Angel-
crisitem.author.fullNameFernández Viadero,Carlos-
crisitem.author.fullNameSuárez Araujo, Carmen Paz-
Colección:Actas de congresos
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