Explainable machine learning framework for biomarker discovery by combining biological age and frailty prediction

Abstract Biological age (BA) and frailty represent two distinct health measures that offer valuable insights into the aging process. Comparing and analyzing blood-based biomarkers from the machine learning (ML) predictors of BA and frailty helps deepen our understanding of aging. This study aimed to...

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Bibliographic Details
Main Authors: Xiheng Wang, Jie Ji
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-98948-3
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