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System for Automatic Assessment of Alzheimer’s Disease Diagnosis Based on Deep Learning Techniques
dc.contributor.author | Puente-Castro, Alejandro | |
dc.contributor.author | Munteanu, Cristian-Robert | |
dc.contributor.author | Fernández-Blanco, Enrique | |
dc.date.accessioned | 2019-09-13T14:14:04Z | |
dc.date.available | 2019-09-13T14:14:04Z | |
dc.date.issued | 2019-08-21 | |
dc.identifier.citation | Puente-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.issn | 2504-3900 | |
dc.identifier.uri | http://hdl.handle.net/2183/23936 | |
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.language.iso | eng | es_ES |
dc.publisher | M D P I AG | es_ES |
dc.relation.uri | https://doi.org/10.3390/proceedings2019021028 | es_ES |
dc.rights | Atribución 3.0 España | es_ES |
dc.rights.uri | http://creativecommons.org/licenses/by/3.0/es/ | * |
dc.subject | Alzheimer | es_ES |
dc.subject | Deep learning | es_ES |
dc.subject | MRI | es_ES |
dc.subject | Sagittal | es_ES |
dc.subject | ANN | es_ES |
dc.subject | Transfer learning | es_ES |
dc.title | System for Automatic Assessment of Alzheimer’s Disease Diagnosis Based on Deep Learning Techniques | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.rights.access | info:eu-repo/semantics/openAccess | es_ES |
UDC.journalTitle | Proceedings | es_ES |
UDC.volume | 21 | es_ES |
UDC.issue | 1 | es_ES |
UDC.startPage | 28 | es_ES |
dc.identifier.doi | 10.3390/proceedings2019021028 | |
UDC.conferenceTitle | 2nd XoveTIC Conference, A Coruña, Spain, 5–6 September 2019. | es_ES |