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

BackgroundLimited 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 n...

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Bibliographic Details
Main Authors: Jason Hearn, Jef Van den Eynde, Bhargava Chinni, Ari Cedars, Danielle Gottlieb Sen, Shelby Kutty, Cedric Manlhiot
Format: Article
Language:English
Published: JMIR Publications 2023-05-01
Series:JMIR Cardio
Online Access:https://cardio.jmir.org/2023/1/e40524