Feasibility of using intermittent active monitoring of vital signs by smartphone users to predict SARS-CoV-2 PCR positivity

Abstract Early detection of highly infectious respiratory diseases, such as COVID-19, can help curb their transmission. Consequently, there is demand for easy-to-use population-based screening tools, such as mobile health applications. Here, we describe a proof-of-concept development of a machine le...

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Bibliographic Details
Main Authors: Nikola Dolezalova, Effrossyni Gkrania-Klotsas, Davide Morelli, Alex Moore, Adam C. Cunningham, Adam Booth, David Plans, Angus B. Reed, Mert Aral, Kirsten L. Rennie, Nicholas J. Wareham
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-37301-y