Data Quality Degradation on Prediction Models Generated From Continuous Activity and Heart Rate Monitoring: Exploratory Analysis Using Simulation

BACKGROUND: Limited data accuracy is often cited as a reason for caution in the integration of physiological data obtained from consumer-oriented wearable devices in care management pathways. The effect of decreasing accuracy on predictive models generated from these data has not been previously inv...

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Detalles Bibliográficos
Autores principales: Hearn, Jason, Van den Eynde, Jef, Chinni, Bhargava, Cedars, Ari, Gottlieb Sen, Danielle, Kutty, Shelby, Manlhiot, Cedric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10193221/
https://www.ncbi.nlm.nih.gov/pubmed/37133921
http://dx.doi.org/10.2196/40524

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10193221/
https://www.ncbi.nlm.nih.gov/pubmed/37133921
http://dx.doi.org/10.2196/40524

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