Machine Learning Approaches for the Estimation of Biological Aging: The Road Ahead for Population Studies

Machine Learning Approaches for the Estimation of Biological Aging: The Road Ahead for Population Studies

In recent years, different machine learning algorithms have been developed for the estimation of Biological Age (BA), defined as the hypothetical underlying age of an organism. BA can be computed based on different circulating and non-circulating biomarkers. In this perspective, identifying biomarke...

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Bibliographic Details
Main Authors: Alessandro Gialluisi, Augusto Di Castelnuovo, Maria Benedetta Donati, Giovanni de Gaetano, Licia Iacoviello, the Moli-sani Study Investigators
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-07-01
Series:Frontiers in Medicine
Subjects:
biological age
aging
blood
brain
big data
machine learning
Online Access:https://www.frontiersin.org/article/10.3389/fmed.2019.00146/full

Internet

https://www.frontiersin.org/article/10.3389/fmed.2019.00146/full

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