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CardioRVAR: A New R Package and Shiny Application for the Evaluation of Closed-Loop Cardiovascular Interactions

SIMPLE SUMMARY: The main objective of this work was to integrate a review of methodologies to estimate closed-loop baroreflex sensitivity, an index used for autonomic nervous system evaluations, into a new software package, CardioRVAR, developed for the R programming environment. We present the resu...

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Autores principales: Chao-Écija, Alvaro, López-González, Manuel Víctor, Dawid-Milner, Marc Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669071/
https://www.ncbi.nlm.nih.gov/pubmed/37998037
http://dx.doi.org/10.3390/biology12111438
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author Chao-Écija, Alvaro
López-González, Manuel Víctor
Dawid-Milner, Marc Stefan
author_facet Chao-Écija, Alvaro
López-González, Manuel Víctor
Dawid-Milner, Marc Stefan
author_sort Chao-Écija, Alvaro
collection PubMed
description SIMPLE SUMMARY: The main objective of this work was to integrate a review of methodologies to estimate closed-loop baroreflex sensitivity, an index used for autonomic nervous system evaluations, into a new software package, CardioRVAR, developed for the R programming environment. We present the results obtained after applying the tool in different scenarios and discuss its potential applications in a clinical setting. The tool is open-source and stored in a public GitHub repository, which allows feedback and provides room for the improvement and continuation of the work. ABSTRACT: CardioRVAR is a new R package designed for the complete evaluation of closed-loop cardiovascular interactions and baroreflex sensitivity estimated from continuous non-invasive heart rate and blood pressure recordings. In this work, we highlight the importance of this software tool in the context of human cardiovascular and autonomic neurophysiology. A summary of the main algorithms that CardioRVAR uses are reviewed, and the workflow of this package is also discussed. We present the results obtained from this tool after its application in three clinical settings. These results support the potential clinical and scientific applications of this tool. The open-source tool can be downloaded from a public GitHub repository, as well as its specific Shiny application, CardioRVARapp. The open-source nature of the tool may benefit the future continuation of this work.
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spelling pubmed-106690712023-11-16 CardioRVAR: A New R Package and Shiny Application for the Evaluation of Closed-Loop Cardiovascular Interactions Chao-Écija, Alvaro López-González, Manuel Víctor Dawid-Milner, Marc Stefan Biology (Basel) Article SIMPLE SUMMARY: The main objective of this work was to integrate a review of methodologies to estimate closed-loop baroreflex sensitivity, an index used for autonomic nervous system evaluations, into a new software package, CardioRVAR, developed for the R programming environment. We present the results obtained after applying the tool in different scenarios and discuss its potential applications in a clinical setting. The tool is open-source and stored in a public GitHub repository, which allows feedback and provides room for the improvement and continuation of the work. ABSTRACT: CardioRVAR is a new R package designed for the complete evaluation of closed-loop cardiovascular interactions and baroreflex sensitivity estimated from continuous non-invasive heart rate and blood pressure recordings. In this work, we highlight the importance of this software tool in the context of human cardiovascular and autonomic neurophysiology. A summary of the main algorithms that CardioRVAR uses are reviewed, and the workflow of this package is also discussed. We present the results obtained from this tool after its application in three clinical settings. These results support the potential clinical and scientific applications of this tool. The open-source tool can be downloaded from a public GitHub repository, as well as its specific Shiny application, CardioRVARapp. The open-source nature of the tool may benefit the future continuation of this work. MDPI 2023-11-16 /pmc/articles/PMC10669071/ /pubmed/37998037 http://dx.doi.org/10.3390/biology12111438 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chao-Écija, Alvaro
López-González, Manuel Víctor
Dawid-Milner, Marc Stefan
CardioRVAR: A New R Package and Shiny Application for the Evaluation of Closed-Loop Cardiovascular Interactions
title CardioRVAR: A New R Package and Shiny Application for the Evaluation of Closed-Loop Cardiovascular Interactions
title_full CardioRVAR: A New R Package and Shiny Application for the Evaluation of Closed-Loop Cardiovascular Interactions
title_fullStr CardioRVAR: A New R Package and Shiny Application for the Evaluation of Closed-Loop Cardiovascular Interactions
title_full_unstemmed CardioRVAR: A New R Package and Shiny Application for the Evaluation of Closed-Loop Cardiovascular Interactions
title_short CardioRVAR: A New R Package and Shiny Application for the Evaluation of Closed-Loop Cardiovascular Interactions
title_sort cardiorvar: a new r package and shiny application for the evaluation of closed-loop cardiovascular interactions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669071/
https://www.ncbi.nlm.nih.gov/pubmed/37998037
http://dx.doi.org/10.3390/biology12111438
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