Characterising user engagement with mHealth for chronic disease self-management and impact on machine learning performance

Characterising user engagement with mHealth for chronic disease self-management and impact on machine learning performance

Abstract Mobile Health (mHealth) has the potential to be transformative in the management of chronic conditions. Machine learning can leverage self-reported data collected with apps to predict periods of increased health risk, alert users, and signpost interventions. Despite this, mHealth must balan...

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Bibliographic Details
Main Authors: Christopher Duckworth, Bethany Cliffe, Brian Pickering, Ben Ainsworth, Alison Blythin, Adam Kirk, Thomas M. A. Wilkinson, Michael J. Boniface
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-024-01063-2

Internet

https://doi.org/10.1038/s41746-024-01063-2

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