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Comparison of the Validity and Generalizability of Machine Learning Algorithms for the Prediction of Energy Expenditure: Validation Study

BACKGROUND: Accurate solutions for the estimation of physical activity and energy expenditure at scale are needed for a range of medical and health research fields. Machine learning techniques show promise in research-grade accelerometers, and some evidence indicates that these techniques can be app...

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Detalles Bibliográficos
Autores principales:	O'Driscoll, Ruairi, Turicchi, Jake, Hopkins, Mark, Duarte, Cristiana, Horgan, Graham W, Finlayson, Graham, Stubbs, R James
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2021
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8374660/ https://www.ncbi.nlm.nih.gov/pubmed/34346890 http://dx.doi.org/10.2196/23938

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