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Passive detection of COVID-19 with wearable sensors and explainable machine learning algorithms

Abstract Individual smartwatch or fitness band sensor data in the setting of COVID-19 has shown promise to identify symptomatic and pre-symptomatic infection or the need for hospitalization, correlations between peripheral temperature and self-reported fever, and an association between changes in he...

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Bibliografiske detaljer
Principais autores: Matteo Gadaleta, Jennifer M. Radin, Katie Baca-Motes, Edward Ramos, Vik Kheterpal, Eric J. Topol, Steven R. Steinhubl, Giorgio Quer
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2021-12-01
Serier:npj Digital Medicine
Online adgang:https://doi.org/10.1038/s41746-021-00533-1
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