Identificador persistente para citar o vincular este elemento:
http://hdl.handle.net/10553/72530
Campo DC | Valor | idioma |
---|---|---|
dc.contributor.author | García Báez, Patricio | en_US |
dc.contributor.author | Pérez Del Pino, Miguel Angel | en_US |
dc.contributor.author | Fernández Viadero,Carlos | en_US |
dc.contributor.author | Suárez Araujo, Carmen Paz | en_US |
dc.date.accessioned | 2020-05-18T12:25:46Z | - |
dc.date.available | 2020-05-18T12:25:46Z | - |
dc.date.issued | 2009 | en_US |
dc.identifier.isbn | 978-3-642-02477-1 | en_US |
dc.identifier.issn | 0302-9743 | en_US |
dc.identifier.other | WoS | - |
dc.identifier.uri | http://hdl.handle.net/10553/72530 | - |
dc.description.abstract | Differential 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.language | eng | en_US |
dc.relation.ispartof | Lecture Notes in Computer Science | en_US |
dc.source | Cabestany 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, Heidelberg | en_US |
dc.subject | 120304 Inteligencia artificial | en_US |
dc.subject | 3201 Ciencias clínicas | en_US |
dc.subject.other | Alzheimers-disease | en_US |
dc.subject.other | Ensemble | en_US |
dc.subject.other | Decline | en_US |
dc.subject.other | Cognitive impairment | en_US |
dc.subject.other | Dementia | en_US |
dc.subject.other | Diagnosis | en_US |
dc.subject.other | Alzheimer's disease | en_US |
dc.subject.other | Missing data | en_US |
dc.subject.other | K-fold cross-validation | en_US |
dc.subject.other | Neural network ensemble | en_US |
dc.subject.other | HUMANN | en_US |
dc.title | Artificial intelligent systems based on supervised HUMANN for differential diagnosis of cognitive impairment: towards a 4P-HCDS | en_US |
dc.type | info:eu-repo/semantics/conferenceObject | en_US |
dc.type | ConferenceObject | en_US |
dc.relation.conference | 10th International Work-Conference on Artificial Neural Networks (IWANN 2009) | en_US |
dc.identifier.doi | 10.1007/978-3-642-02478-8_123 | en_US |
dc.identifier.scopus | 68749093193 | - |
dc.identifier.isi | 000270081200123 | - |
dc.contributor.authorscopusid | 23476362100 | - |
dc.contributor.authorscopusid | 32667450900 | - |
dc.contributor.authorscopusid | 57188767199 | - |
dc.contributor.authorscopusid | 23476354000 | - |
dc.identifier.eissn | 1611-3349 | - |
dc.description.lastpage | 988 | en_US |
dc.description.firstpage | 981 | en_US |
dc.relation.volume | 5517 | en_US |
dc.investigacion | Ingeniería y Arquitectura | en_US |
dc.type2 | Actas de congresos | en_US |
dc.contributor.daisngid | 2362390 | - |
dc.contributor.daisngid | 30053765 | - |
dc.contributor.daisngid | 4763008 | - |
dc.contributor.daisngid | 1776211 | - |
dc.utils.revision | Sí | en_US |
dc.contributor.wosstandard | WOS:Baez, PG | - |
dc.contributor.wosstandard | WOS:del Pino, MAP | - |
dc.contributor.wosstandard | WOS:Viadero, CF | - |
dc.contributor.wosstandard | WOS:Araujo, CPS | - |
dc.date.coverdate | Agosto 2009 | en_US |
dc.identifier.conferenceid | events120689 | - |
dc.identifier.ulpgc | Sí | es |
item.fulltext | Sin texto completo | - |
item.grantfulltext | none | - |
crisitem.event.eventsstartdate | 10-06-2009 | - |
crisitem.event.eventsenddate | 12-06-2009 | - |
crisitem.author.dept | GIR IUCES: Computación inteligente, percepción y big data | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | GIR IUCES: Computación inteligente, percepción y big data | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | GIR IUCES: Computación inteligente, percepción y big data | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | Departamento de Informática y Sistemas | - |
crisitem.author.orcid | 0000-0002-9973-5319 | - |
crisitem.author.orcid | 0009-0002-8343-1086 | - |
crisitem.author.orcid | 0000-0002-8826-0899 | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.fullName | García Baez, Patricio | - |
crisitem.author.fullName | Pérez Del Pino,Miguel Angel | - |
crisitem.author.fullName | Fernández Viadero,Carlos | - |
crisitem.author.fullName | Suárez Araujo, Carmen Paz | - |
Colección: | Actas de congresos |
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