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CardioRVAR: A New R Package and Shiny Application for the Evaluation of Closed-Loop Cardiovascular Interactions
Alvaro Chao-Écija1, Manuel Víctor López-González1,2, Marc Stefan Dawid-Milner1,2
1Autonomic Nervous System Unit, CIMES, School of Medicine, University of Málaga, 29071 Malaga, Spain.
CardioRVAR is a new R package for analyzing cardiovascular interactions and baroreflex sensitivity from heart rate and blood pressure data. This open-source tool aids research in cardiovascular and autonomic neurophysiology.
Area of Science:
- Cardiovascular Physiology
- Autonomic Neurophysiology
- Computational Biology
Background:
- Accurate assessment of cardiovascular interactions and baroreflex sensitivity is crucial in human physiology.
- Existing tools may not offer a comprehensive evaluation of these complex physiological systems.
Purpose of the Study:
- Introduce CardioRVAR, a novel R package for evaluating closed-loop cardiovascular interactions.
- Demonstrate the utility of CardioRVAR for estimating baroreflex sensitivity from continuous non-invasive recordings.
- Highlight the software's application in clinical and scientific research.
Main Methods:
- Development of the CardioRVAR R package utilizing established algorithms.
- Review of the algorithms implemented within CardioRVAR for data analysis.
- Discussion of the package's workflow and application in diverse clinical settings.
Main Results:
- CardioRVAR provides a complete evaluation of cardiovascular interactions.
- The package accurately estimates baroreflex sensitivity from physiological data.
- Application in three clinical settings demonstrated the tool's potential.
Conclusions:
- CardioRVAR is a valuable open-source software tool for cardiovascular and autonomic neurophysiology research.
- The package supports clinical and scientific applications, with potential for future development.
- Accessible via GitHub, CardioRVAR and its Shiny application (CardioRVARapp) promote collaborative research.
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