Estimation of cardiorespiratory fitness using heart rate and step count data

Abstract Predicting cardiorespiratory fitness levels can be useful for measuring progress in an exercise program as well as for stratifying cardiovascular risk in asymptomatic adults. This study proposes a model to predict fitness level in terms of maximal oxygen uptake using anthropometric, heart r...

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Bibliographic Details
Main Authors: Alexander Neshitov, Konstantin Tyapochkin, Marina Kovaleva, Anna Dreneva, Ekaterina Surkova, Evgeniya Smorodnikova, Pavel Pravdin
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-43024-x