Article

Biological Age Estimation Using Circulating Blood Biomarkers

2023-02-23

Abstract excerpt

<h4>ABSTRACT</h4> Biological Age (BA) captures physiological deterioration better than chronological age and is amenable to interventions. Blood-based biomarkers have been identified as suitable candidates for BA estimation. This study aims to improve BA estimation using machine learning models and a feature-set of 60 circulating biomarkers available from the UK Biobank (UKBB) (n = 307,000). We implement an Elasti...

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Literature Corpus work: c086a35e-b48f-5798-883f-b0c71f4f4e68
DOI: 10.1101/2023.02.23.23285864

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