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dc.contributor.authorGóngora Alonso, Susel 
dc.contributor.authorBustos Molina, Andrés de
dc.contributor.authorSainz de Abajo, Beatriz 
dc.contributor.authorFranco Martín, Manuel Ángel
dc.contributor.authorTorre Díez, Isabel de la 
dc.date.accessioned2024-07-12T12:12:47Z
dc.date.available2024-07-12T12:12:47Z
dc.date.issued2021
dc.identifier.citationJMIR Medical Informatics, Junio 2021, vol. 9, n. 6. p. e15527-e15536.es
dc.identifier.issn2291-9694es
dc.identifier.urihttps://uvadoc.uva.es/handle/10324/68729
dc.descriptionProducción Científicaes
dc.description.abstractBackground: In the era of big data, networks are becoming a popular factor in the field of data analysis. Networks are part of the main structure of BeGraph software, which is a 3D visualization application dedicated to the analysis of complex networks. Objective: The main objective of this research was to visually analyze tendencies of mental health diseases in a region of Spain, using the BeGraph software, in order to make the most appropriate health-related decisions in each case. Methods: For the study, a database was used with 13,531 records of patients with mental health disorders in three acute medical units from different health care complexes in a region of Spain. For the analysis, BeGraph software was applied. It is a web-based 3D visualization tool that allows the exploration and analysis of data through complex networks. Results: The results obtained with the BeGraph software allowed us to determine the main disease in each of the health care complexes evaluated. We noted 6.50% (463/7118) of admissions involving unspecified paranoid schizophrenia at the University Clinic of Valladolid, 9.62% (397/4128) of admissions involving chronic paranoid schizophrenia with acute exacerbation at the Zamora Hospital, and 8.84% (202/2285) of admissions involving dysthymic disorder at the Rio Hortega Hospital in Valladolid. Conclusions: The data analysis allowed us to focus on the main diseases detected in the health care complexes evaluated in order to analyze the behavior of disorders and help in diagnosis and treatment.es
dc.format.mimetypeapplication/pdfes
dc.language.isoenges
dc.publisherJMIR PUBLICATIONS, INC.es
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subject.classificationBeGraph softwarees
dc.subject.classificationDiseaseses
dc.subject.classificationHealth care complexeses
dc.subject.classificationMental healthes
dc.subject.classificationVisualizationes
dc.titleAnalysis of mental health disease trends using BeGraph software in spanish health care centers: case studyes
dc.typeinfo:eu-repo/semantics/articlees
dc.rights.holder"© Todos los derechos reservados". Propietario de los derechos: JMIR PUBLICATIONS, INC.es
dc.identifier.doi10.2196/15527es
dc.relation.publisherversionhttps://medinform.jmir.org/2021/6/e15527es
dc.identifier.publicationfirstpagee15527es
dc.identifier.publicationissue6es
dc.identifier.publicationlastpagee15536es
dc.identifier.publicationtitleJMIR Medical Informaticses
dc.identifier.publicationvolume9es
dc.peerreviewedSIes
dc.description.projectEste trabajo fue financiado por el Servicio Regional de Salud de Castilla y León (GRS 1801/A/18)es
dc.identifier.essn2291-9694es
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersiones


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