Using machine learning to estimate the calendar age based on autonomic cardiovascular function

IntroductionAging is accompanied by physiological changes in cardiovascular regulation that can be evaluated using a variety of metrics. In this study, we employ machine learning on autonomic cardiovascular indices in order to estimate participants’ age.MethodsWe analyzed a database including restin...

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Bibliographic Details
Main Authors: Andy Schumann, Christian Gaser, Rassoul Sabeghi, P. Christian Schulze, Sven Festag, Cord Spreckelsen, Karl-Jürgen Bär
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Aging Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2022.899249/full