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Why machine learning (ML) has failed physical activity research and how we can improve

Measuring physical activity is a critical issue for our understanding of the health benefits of human movement. Machine learning (ML), using accelerometer data, has become a common way to measure physical activity. ML has failed physical activity measurement research in four important ways. First, a...

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Detalles Bibliográficos
Autores principales: Fuller, Daniel, Ferber, Reed, Stanley, Kevin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8928282/
https://www.ncbi.nlm.nih.gov/pubmed/35368513
http://dx.doi.org/10.1136/bmjsem-2021-001259