2 Dokumente gefunden

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

Introduction: Aging 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. Methods: We analyzed a database including resting…
Lausanne: Frontiers Media S.A., 2023-01-23

Estimation of calendar age based on autonomic cardiovascular function by applying machine learning techniques

Abstract Aging is accompanied by changes in the cardiovascular physiology that promote the development of age-related diseases. This paper presents a modern approach to quantify the physiological effects of age on the cardiovascular system by applying modern machine learning techniques to several indicators…
Berlin: De Gruyter, 2021-10-01