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Cardiac well-being indexes: a decision support tool to monitor cardiovascular health

Despite the increasing awareness about its severity and the importance of adopting preventive habits, cardiovascular disease remains the leading cause of death worldwide. Most people already recognize that a healthy lifestyle, which includes a balanced diet and the practice of physical activity, is...

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Detalles Bibliográficos
Autores principales: Duarte, Ana, Belo, Orlando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238473/
https://www.ncbi.nlm.nih.gov/pubmed/33770831
http://dx.doi.org/10.1515/jib-2020-0040
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author Duarte, Ana
Belo, Orlando
author_facet Duarte, Ana
Belo, Orlando
author_sort Duarte, Ana
collection PubMed
description Despite the increasing awareness about its severity and the importance of adopting preventive habits, cardiovascular disease remains the leading cause of death worldwide. Most people already recognize that a healthy lifestyle, which includes a balanced diet and the practice of physical activity, is essential to prevent this disease. However, since few simple mechanisms allow a self-assessment and a continuous monitoring of the level of cardiac well-being, people are not conscious enough about their own cardiovascular health status. In this context, this paper presents and describes a tool related to the creation of cardiac well-being indexes that allow a quick and intuitive monitoring and visualization of the users’ cardiovascular health level over time. For its implementation, data mining techniques were used to calculate the indexes, and a data warehouse was built to archive the data and to support the construction of dashboards for presenting the results.
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spelling pubmed-82384732021-07-03 Cardiac well-being indexes: a decision support tool to monitor cardiovascular health Duarte, Ana Belo, Orlando J Integr Bioinform Article Despite the increasing awareness about its severity and the importance of adopting preventive habits, cardiovascular disease remains the leading cause of death worldwide. Most people already recognize that a healthy lifestyle, which includes a balanced diet and the practice of physical activity, is essential to prevent this disease. However, since few simple mechanisms allow a self-assessment and a continuous monitoring of the level of cardiac well-being, people are not conscious enough about their own cardiovascular health status. In this context, this paper presents and describes a tool related to the creation of cardiac well-being indexes that allow a quick and intuitive monitoring and visualization of the users’ cardiovascular health level over time. For its implementation, data mining techniques were used to calculate the indexes, and a data warehouse was built to archive the data and to support the construction of dashboards for presenting the results. De Gruyter 2021-03-29 /pmc/articles/PMC8238473/ /pubmed/33770831 http://dx.doi.org/10.1515/jib-2020-0040 Text en © 2021 Ana Duarte et al., published by De Gruyter, Berlin/Boston https://creativecommons.org/licenses/by/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License.
spellingShingle Article
Duarte, Ana
Belo, Orlando
Cardiac well-being indexes: a decision support tool to monitor cardiovascular health
title Cardiac well-being indexes: a decision support tool to monitor cardiovascular health
title_full Cardiac well-being indexes: a decision support tool to monitor cardiovascular health
title_fullStr Cardiac well-being indexes: a decision support tool to monitor cardiovascular health
title_full_unstemmed Cardiac well-being indexes: a decision support tool to monitor cardiovascular health
title_short Cardiac well-being indexes: a decision support tool to monitor cardiovascular health
title_sort cardiac well-being indexes: a decision support tool to monitor cardiovascular health
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238473/
https://www.ncbi.nlm.nih.gov/pubmed/33770831
http://dx.doi.org/10.1515/jib-2020-0040
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