Development, validation, and transportability of several machine-learned, non-exercise-based VO2max prediction models for older adults

Background: There exist few maximal oxygen uptake (VO2max) non-exercise-based prediction equations, fewer using machine learning (ML), and none specifically for older adults. Since direct measurement of VO2max is infeasible in large epidemiologic cohort studies, we sought to develop, validate, compa...

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Bibliographic Details

Published in:	Journal of Sport and Health Science
Main Authors:	Benjamin T. Schumacher, Michael J. LaMonte, Andrea Z. LaCroix, Eleanor M. Simonsick, Steven P. Hooker, Humberto Parada, Jr., John Bellettiere, Arun Kumar
Format:	Article
Language:	English
Published:	Elsevier 2024-09-01
Subjects:	Cardiorespiratory fitness Prediction algorithms Epidemiology Mortality
Online Access:	http://www.sciencedirect.com/science/article/pii/S2095254624000218