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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Christopher Duckworth, Bethany Cliffe, Brian Pickering, Ben Ainsworth, Alison Blythin, Adam Kirk, Thomas M. A. Wilkinson, Michael J. Boniface
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Nature Portfolio 2024-03-01
Cyfres:npj Digital Medicine
Mynediad Ar-lein:https://doi.org/10.1038/s41746-024-01063-2

Rhyngrwyd

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

Eitemau Tebyg