System for Automatic Assessment of Alzheimer’s Disease Diagnosis Based on Deep Learning Techniques

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UDC.coleccionInvestigaciónes_ES
UDC.conferenceTitle2nd XoveTIC Conference, A Coruña, Spain, 5–6 September 2019.es_ES
UDC.departamentoCiencias da Computación e Tecnoloxías da Informaciónes_ES
UDC.grupoInvRedes de Neuronas Artificiais e Sistemas Adaptativos -Informática Médica e Diagnóstico Radiolóxico (RNASA - IMEDIR)es_ES
UDC.issue1es_ES
UDC.journalTitleProceedingses_ES
UDC.startPage28es_ES
UDC.volume21es_ES
dc.contributor.authorPuente-Castro, Alejandro
dc.contributor.authorMunteanu, Cristian-Robert
dc.contributor.authorFernández-Blanco, Enrique
dc.date.accessioned2019-09-13T14:14:04Z
dc.date.available2019-09-13T14:14:04Z
dc.date.issued2019-08-21
dc.description.abstract[Abstract] Automatic detection of Alzheimer’s disease is a very active area of research. This is due to its usefulness in starting the protocol to stop the inevitable progression of this neurodegenerative disease. This paper proposes a system for the detection of the disease by means of Deep Learning techniques in magnetic resonance imaging (MRI). As a solution, a model of neuronal networks (ANN) and two sets of reference data for training are proposed. Finally, the goodness of this system is verified within the domain of the application.es_ES
dc.identifier.citationPuente-Castro, A.; Munteanu, C.R.; Fernandez-Blanco, E. System for Automatic Assessment of Alzheimer’s Disease Diagnosis Based on Deep Learning Techniques. Proceedings 2019, 21, 28.es_ES
dc.identifier.doi10.3390/proceedings2019021028
dc.identifier.issn2504-3900
dc.identifier.urihttp://hdl.handle.net/2183/23936
dc.language.isoenges_ES
dc.publisherM D P I AGes_ES
dc.relation.urihttps://doi.org/10.3390/proceedings2019021028es_ES
dc.rightsAtribución 3.0 Españaes_ES
dc.rights.accessRightsopen accesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/es/*
dc.subjectAlzheimeres_ES
dc.subjectDeep learninges_ES
dc.subjectMRIes_ES
dc.subjectSagittales_ES
dc.subjectANNes_ES
dc.subjectTransfer learninges_ES
dc.titleSystem for Automatic Assessment of Alzheimer’s Disease Diagnosis Based on Deep Learning Techniqueses_ES
dc.typeconference outputes_ES
dspace.entity.typePublication
relation.isAuthorOfPublication2a0ad058-a86f-4bb3-8ddf-6fca3b269d9d
relation.isAuthorOfPublicationfac98c9d-7cc7-4b09-bbb1-1068637fc73f
relation.isAuthorOfPublication244a6828-de1c-45f3-86b6-69bb81250814
relation.isAuthorOfPublication.latestForDiscovery2a0ad058-a86f-4bb3-8ddf-6fca3b269d9d

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