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Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study

BACKGROUND: 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...

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Autores principales: Góngora Alonso, Susel, de Bustos Molina, Andrés, Sainz-De-Abajo, Beatriz, Franco-Martín, Manuel, De la Torre Díez, Isabel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8277413/
https://www.ncbi.nlm.nih.gov/pubmed/34132650
http://dx.doi.org/10.2196/15527
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author Góngora Alonso, Susel
de Bustos Molina, Andrés
Sainz-De-Abajo, Beatriz
Franco-Martín, Manuel
De la Torre Díez, Isabel
author_facet Góngora Alonso, Susel
de Bustos Molina, Andrés
Sainz-De-Abajo, Beatriz
Franco-Martín, Manuel
De la Torre Díez, Isabel
author_sort Góngora Alonso, Susel
collection PubMed
description BACKGROUND: 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.
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spelling pubmed-82774132021-07-26 Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study Góngora Alonso, Susel de Bustos Molina, Andrés Sainz-De-Abajo, Beatriz Franco-Martín, Manuel De la Torre Díez, Isabel JMIR Med Inform Original Paper BACKGROUND: 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. JMIR Publications 2021-06-16 /pmc/articles/PMC8277413/ /pubmed/34132650 http://dx.doi.org/10.2196/15527 Text en ©Susel Góngora Alonso, Andrés de Bustos Molina, Beatriz Sainz-De-Abajo, Manuel Franco-Martín, Isabel De la Torre Díez. Originally published in JMIR Medical Informatics (https://medinform.jmir.org), 16.06.2021. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on https://medinform.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Góngora Alonso, Susel
de Bustos Molina, Andrés
Sainz-De-Abajo, Beatriz
Franco-Martín, Manuel
De la Torre Díez, Isabel
Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study
title Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study
title_full Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study
title_fullStr Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study
title_full_unstemmed Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study
title_short Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study
title_sort analysis of mental health disease trends using begraph software in spanish health care centers: case study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8277413/
https://www.ncbi.nlm.nih.gov/pubmed/34132650
http://dx.doi.org/10.2196/15527
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