Combining Physiology-Based Modeling and Evolutionary Algorithms for Personalized, Noninvasive Cardiovascular Assessment Based on Electrocardiography and Ballistocardiography

Combining Physiology-Based Modeling and Evolutionary Algorithms for Personalized, Noninvasive Cardiovascular Assessment Based on Electrocardiography and Ballistocardiography

Purpose: This study proposes a novel approach to obtain personalized estimates of cardiovascular parameters by combining (i) electrocardiography and ballistocardiography for noninvasive cardiovascular monitoring, (ii) a physiology-based mathematical model for predicting personalized cardiovascular v...

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Bibliographic Details
Main Authors: Nicholas Mattia Marazzi, Giovanna Guidoboni, Mohamed Zaid, Lorenzo Sala, Salman Ahmad, Laurel Despins, Mihail Popescu, Marjorie Skubic, James Keller
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-01-01
Series:Frontiers in Physiology
Subjects:
cardiovascular physiology
cardiovascular monitoring
ballistocardiography
physiology-based modeling
evolutionary algorithm (EA)
personalized modeling
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2021.739035/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2021.739035/full

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